| Standard deviation | | Coefficient of variation (CV) | | Kurtosis | | Mean | 2 | | Median Absolute Deviation (MAD) | 0 | | Skewness | | Sum | 2 | | Variance | | Monotonicity | Strictly increasing | Histogram with fixed size bins (bins=1) | Value | Count | Frequency (%) | | 2 | 1 | 100.0% |
| Value | Count | Frequency (%) | | 2 | 1 | 100.0% |
| Value | Count | Frequency (%) | | 2 | 1 | 100.0% |
| Distinct | 1 |
|---|
| Distinct (%) | 100.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 2 |
|---|
| Minimum | 2 |
|---|
| Maximum | 2 |
|---|
| Zeros | 0 |
|---|
| Zeros (%) | 0.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 137.0 B |
|---|
| Minimum | 2 |
|---|
| 5-th percentile | 2 |
|---|
| Q1 | 2 |
|---|
| median | 2 |
|---|
| Q3 | 2 |
|---|
| 95-th percentile | 2 |
|---|
| Maximum | 2 |
|---|
| Range | 0 |
|---|
| Interquartile range (IQR) | 0 |
|---|
| Standard deviation | | Coefficient of variation (CV) | | Kurtosis | | Mean | 2 | | Median Absolute Deviation (MAD) | 0 | | Skewness | | Sum | 2 | | Variance | | Monotonicity | Strictly increasing | Histogram with fixed size bins (bins=1) | Value | Count | Frequency (%) | | 2 | 1 | 100.0% |
| Value | Count | Frequency (%) | | 2 | 1 | 100.0% |
| Value | Count | Frequency (%) | | 2 | 1 | 100.0% |
| Distinct | 1 |
|---|
| Distinct (%) | 100.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 204.0 B |
|---|
| Max length | 19 |
|---|
| Median length | 19 |
|---|
| Mean length | 19 |
|---|
| Min length | 19 |
|---|
| Total characters | 19 |
|---|
| Distinct characters | 12 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | Unique | 1 ? |
|---|
| Unique (%) | 100.0% |
|---|
| 1st row | employee_privileges |
|---|
| Value | Count | Frequency (%) | | employee_privileges | 1 | 100.0% |
| Value | Count | Frequency (%) | | e | 5 | 26.3% | | p | 2 | 10.5% | | l | 2 | 10.5% | | i | 2 | 10.5% | | m | 1 | 5.3% | | o | 1 | 5.3% | | _ | 1 | 5.3% | | y | 1 | 5.3% | | r | 1 | 5.3% | | v | 1 | 5.3% | | Other values (2) | 2 | 10.5% |
| Value | Count | Frequency (%) | | (unknown) | 19 | 100.0% |
| Value | Count | Frequency (%) | | e | 5 | 26.3% | | p | 2 | 10.5% | | l | 2 | 10.5% | | i | 2 | 10.5% | | m | 1 | 5.3% | | o | 1 | 5.3% | | _ | 1 | 5.3% | | y | 1 | 5.3% | | r | 1 | 5.3% | | v | 1 | 5.3% | | Other values (2) | 2 | 10.5% |
| Value | Count | Frequency (%) | | (unknown) | 19 | 100.0% |
| Value | Count | Frequency (%) | | e | 5 | 26.3% | | p | 2 | 10.5% | | l | 2 | 10.5% | | i | 2 | 10.5% | | m | 1 | 5.3% | | o | 1 | 5.3% | | _ | 1 | 5.3% | | y | 1 | 5.3% | | r | 1 | 5.3% | | v | 1 | 5.3% | | Other values (2) | 2 | 10.5% |
| Value | Count | Frequency (%) | | (unknown) | 19 | 100.0% |
| Value | Count | Frequency (%) | | e | 5 | 26.3% | | p | 2 | 10.5% | | l | 2 | 10.5% | | i | 2 | 10.5% | | m | 1 | 5.3% | | o | 1 | 5.3% | | _ | 1 | 5.3% | | y | 1 | 5.3% | | r | 1 | 5.3% | | v | 1 | 5.3% | | Other values (2) | 2 | 10.5% |
Table: employees
Profile: employeesBrought to you by YData
| Number of variables | 19 |
|---|
| Number of observations | 9 |
|---|
| Missing cells | 12 |
|---|
| Missing cells (%) | 7.0% |
|---|
| Total size in memory | 11.1 KiB |
|---|
| Average record size in memory | 1.2 KiB |
|---|
| Numeric | 1 |
|---|
| Text | 17 |
|---|
| Unsupported | 1 |
|---|
| Analysis started | 2025-10-30 16:47:07.629091 |
|---|
| Analysis finished | 2025-10-30 16:47:07.815765 |
|---|
| Duration | 0.19 seconds |
|---|
| Software version | ydata-profiling vv4.17.0 |
|---|
| Download configuration | config.json |
|---|
| Distinct | 9 |
|---|
| Distinct (%) | 100.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 5 |
|---|
| Minimum | 1 |
|---|
| Maximum | 9 |
|---|
| Zeros | 0 |
|---|
| Zeros (%) | 0.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 209.0 B |
|---|
| Minimum | 1 |
|---|
| 5-th percentile | 1.4 |
|---|
| Q1 | 3 |
|---|
| median | 5 |
|---|
| Q3 | 7 |
|---|
| 95-th percentile | 8.6 |
|---|
| Maximum | 9 |
|---|
| Range | 8 |
|---|
| Interquartile range (IQR) | 4 |
|---|
| Standard deviation | 2.738612788 |
|---|
| Coefficient of variation (CV) | 0.5477225575 |
|---|
| Kurtosis | -1.2 |
|---|
| Mean | 5 |
|---|
| Median Absolute Deviation (MAD) | 2 |
|---|
| Skewness | 0 |
|---|
| Sum | 45 |
|---|
| Variance | 7.5 |
|---|
| Monotonicity | Not monotonic |
|---|
Histogram with fixed size bins (bins=9) | Value | Count | Frequency (%) | | 8 | 1 | 11.1% | | 5 | 1 | 11.1% | | 7 | 1 | 11.1% | | 1 | 1 | 11.1% | | 6 | 1 | 11.1% | | 3 | 1 | 11.1% | | 4 | 1 | 11.1% | | 2 | 1 | 11.1% | | 9 | 1 | 11.1% |
| Value | Count | Frequency (%) | | 1 | 1 | 11.1% | | 2 | 1 | 11.1% | | 3 | 1 | 11.1% | | 4 | 1 | 11.1% | | 5 | 1 | 11.1% |
| Value | Count | Frequency (%) | | 9 | 1 | 11.1% | | 8 | 1 | 11.1% | | 7 | 1 | 11.1% | | 6 | 1 | 11.1% | | 5 | 1 | 11.1% |
| Distinct | 1 |
|---|
| Distinct (%) | 11.1% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 794.0 B |
|---|
| Max length | 17 |
|---|
| Median length | 17 |
|---|
| Mean length | 17 |
|---|
| Min length | 17 |
|---|
| Total characters | 153 |
|---|
| Distinct characters | 14 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | 1st row | Northwind Traders |
|---|
| 2nd row | Northwind Traders |
|---|
| 3rd row | Northwind Traders |
|---|
| 4th row | Northwind Traders |
|---|
| 5th row | Northwind Traders |
|---|
| Value | Count | Frequency (%) | | northwind | 9 | 50.0% | | traders | 9 | 50.0% |
| Value | Count | Frequency (%) | | r | 27 | 17.6% | | d | 18 | 11.8% | | o | 9 | 5.9% | | t | 9 | 5.9% | | h | 9 | 5.9% | | N | 9 | 5.9% | | w | 9 | 5.9% | | i | 9 | 5.9% | | n | 9 | 5.9% | | 9 | 5.9% | | Other values (4) | 36 | 23.5% |
| Value | Count | Frequency (%) | | (unknown) | 153 | 100.0% |
| Value | Count | Frequency (%) | | r | 27 | 17.6% | | d | 18 | 11.8% | | o | 9 | 5.9% | | t | 9 | 5.9% | | h | 9 | 5.9% | | N | 9 | 5.9% | | w | 9 | 5.9% | | i | 9 | 5.9% | | n | 9 | 5.9% | | 9 | 5.9% | | Other values (4) | 36 | 23.5% |
| Value | Count | Frequency (%) | | (unknown) | 153 | 100.0% |
| Value | Count | Frequency (%) | | r | 27 | 17.6% | | d | 18 | 11.8% | | o | 9 | 5.9% | | t | 9 | 5.9% | | h | 9 | 5.9% | | N | 9 | 5.9% | | w | 9 | 5.9% | | i | 9 | 5.9% | | n | 9 | 5.9% | | 9 | 5.9% | | Other values (4) | 36 | 23.5% |
| Value | Count | Frequency (%) | | (unknown) | 153 | 100.0% |
| Value | Count | Frequency (%) | | r | 27 | 17.6% | | d | 18 | 11.8% | | o | 9 | 5.9% | | t | 9 | 5.9% | | h | 9 | 5.9% | | N | 9 | 5.9% | | w | 9 | 5.9% | | i | 9 | 5.9% | | n | 9 | 5.9% | | 9 | 5.9% | | Other values (4) | 36 | 23.5% |
| Distinct | 9 |
|---|
| Distinct (%) | 100.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 710.0 B |
|---|
| Max length | 14 |
|---|
| Median length | 8 |
|---|
| Mean length | 7.666666667 |
|---|
| Min length | 4 |
|---|
| Total characters | 69 |
|---|
| Distinct characters | 27 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | Unique | 9 ? |
|---|
| Unique (%) | 100.0% |
|---|
| 1st row | Giussani |
|---|
| 2nd row | Thorpe |
|---|
| 3rd row | Zare |
|---|
| 4th row | Freehafer |
|---|
| 5th row | Neipper |
|---|
| Value | Count | Frequency (%) | | giussani | 1 | 11.1% | | thorpe | 1 | 11.1% | | zare | 1 | 11.1% | | freehafer | 1 | 11.1% | | neipper | 1 | 11.1% | | kotas | 1 | 11.1% | | sergienko | 1 | 11.1% | | cencini | 1 | 11.1% | | hellung-larsen | 1 | 11.1% |
| Value | Count | Frequency (%) | | e | 12 | 17.4% | | r | 7 | 10.1% | | n | 6 | 8.7% | | i | 6 | 8.7% | | a | 5 | 7.2% | | s | 4 | 5.8% | | p | 3 | 4.3% | | o | 3 | 4.3% | | h | 2 | 2.9% | | g | 2 | 2.9% | | Other values (17) | 19 | 27.5% |
| Value | Count | Frequency (%) | | (unknown) | 69 | 100.0% |
| Value | Count | Frequency (%) | | e | 12 | 17.4% | | r | 7 | 10.1% | | n | 6 | 8.7% | | i | 6 | 8.7% | | a | 5 | 7.2% | | s | 4 | 5.8% | | p | 3 | 4.3% | | o | 3 | 4.3% | | h | 2 | 2.9% | | g | 2 | 2.9% | | Other values (17) | 19 | 27.5% |
| Value | Count | Frequency (%) | | (unknown) | 69 | 100.0% |
| Value | Count | Frequency (%) | | e | 12 | 17.4% | | r | 7 | 10.1% | | n | 6 | 8.7% | | i | 6 | 8.7% | | a | 5 | 7.2% | | s | 4 | 5.8% | | p | 3 | 4.3% | | o | 3 | 4.3% | | h | 2 | 2.9% | | g | 2 | 2.9% | | Other values (17) | 19 | 27.5% |
| Value | Count | Frequency (%) | | (unknown) | 69 | 100.0% |
| Value | Count | Frequency (%) | | e | 12 | 17.4% | | r | 7 | 10.1% | | n | 6 | 8.7% | | i | 6 | 8.7% | | a | 5 | 7.2% | | s | 4 | 5.8% | | p | 3 | 4.3% | | o | 3 | 4.3% | | h | 2 | 2.9% | | g | 2 | 2.9% | | Other values (17) | 19 | 27.5% |
| Distinct | 9 |
|---|
| Distinct (%) | 100.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 689.0 B |
|---|
| Max length | 7 |
|---|
| Median length | 6 |
|---|
| Mean length | 5.333333333 |
|---|
| Min length | 3 |
|---|
| Total characters | 48 |
|---|
| Distinct characters | 23 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | Unique | 9 ? |
|---|
| Unique (%) | 100.0% |
|---|
| 1st row | Laura |
|---|
| 2nd row | Steven |
|---|
| 3rd row | Robert |
|---|
| 4th row | Nancy |
|---|
| 5th row | Michael |
|---|
| Value | Count | Frequency (%) | | laura | 1 | 11.1% | | steven | 1 | 11.1% | | robert | 1 | 11.1% | | nancy | 1 | 11.1% | | michael | 1 | 11.1% | | jan | 1 | 11.1% | | mariya | 1 | 11.1% | | andrew | 1 | 11.1% | | anne | 1 | 11.1% |
| Value | Count | Frequency (%) | | a | 7 | 14.6% | | e | 6 | 12.5% | | n | 6 | 12.5% | | r | 4 | 8.3% | | t | 2 | 4.2% | | y | 2 | 4.2% | | c | 2 | 4.2% | | i | 2 | 4.2% | | A | 2 | 4.2% | | M | 2 | 4.2% | | Other values (13) | 13 | 27.1% |
| Value | Count | Frequency (%) | | (unknown) | 48 | 100.0% |
| Value | Count | Frequency (%) | | a | 7 | 14.6% | | e | 6 | 12.5% | | n | 6 | 12.5% | | r | 4 | 8.3% | | t | 2 | 4.2% | | y | 2 | 4.2% | | c | 2 | 4.2% | | i | 2 | 4.2% | | A | 2 | 4.2% | | M | 2 | 4.2% | | Other values (13) | 13 | 27.1% |
| Value | Count | Frequency (%) | | (unknown) | 48 | 100.0% |
| Value | Count | Frequency (%) | | a | 7 | 14.6% | | e | 6 | 12.5% | | n | 6 | 12.5% | | r | 4 | 8.3% | | t | 2 | 4.2% | | y | 2 | 4.2% | | c | 2 | 4.2% | | i | 2 | 4.2% | | A | 2 | 4.2% | | M | 2 | 4.2% | | Other values (13) | 13 | 27.1% |
| Value | Count | Frequency (%) | | (unknown) | 48 | 100.0% |
| Value | Count | Frequency (%) | | a | 7 | 14.6% | | e | 6 | 12.5% | | n | 6 | 12.5% | | r | 4 | 8.3% | | t | 2 | 4.2% | | y | 2 | 4.2% | | c | 2 | 4.2% | | i | 2 | 4.2% | | A | 2 | 4.2% | | M | 2 | 4.2% | | Other values (13) | 13 | 27.1% |
| Distinct | 9 |
|---|
| Distinct (%) | 100.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 878.0 B |
|---|
| Max length | 28 |
|---|
| Median length | 27 |
|---|
| Mean length | 26.33333333 |
|---|
| Min length | 24 |
|---|
| Total characters | 237 |
|---|
| Distinct characters | 21 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | Unique | 9 ? |
|---|
| Unique (%) | 100.0% |
|---|
| 1st row | laura@northwindtraders.com |
|---|
| 2nd row | steven@northwindtraders.com |
|---|
| 3rd row | robert@northwindtraders.com |
|---|
| 4th row | nancy@northwindtraders.com |
|---|
| 5th row | michael@northwindtraders.com |
|---|
| Value | Count | Frequency (%) | | laura@northwindtraders.com | 1 | 11.1% | | steven@northwindtraders.com | 1 | 11.1% | | robert@northwindtraders.com | 1 | 11.1% | | nancy@northwindtraders.com | 1 | 11.1% | | michael@northwindtraders.com | 1 | 11.1% | | jan@northwindtraders.com | 1 | 11.1% | | mariya@northwindtraders.com | 1 | 11.1% | | andrew@northwindtraders.com | 1 | 11.1% | | anne@northwindtraders.com | 1 | 11.1% |
| Value | Count | Frequency (%) | | r | 32 | 13.5% | | n | 25 | 10.5% | | t | 20 | 8.4% | | d | 19 | 8.0% | | o | 19 | 8.0% | | a | 18 | 7.6% | | e | 15 | 6.3% | | c | 11 | 4.6% | | i | 11 | 4.6% | | m | 11 | 4.6% | | Other values (11) | 56 | 23.6% |
| Value | Count | Frequency (%) | | (unknown) | 237 | 100.0% |
| Value | Count | Frequency (%) | | r | 32 | 13.5% | | n | 25 | 10.5% | | t | 20 | 8.4% | | d | 19 | 8.0% | | o | 19 | 8.0% | | a | 18 | 7.6% | | e | 15 | 6.3% | | c | 11 | 4.6% | | i | 11 | 4.6% | | m | 11 | 4.6% | | Other values (11) | 56 | 23.6% |
| Value | Count | Frequency (%) | | (unknown) | 237 | 100.0% |
| Value | Count | Frequency (%) | | r | 32 | 13.5% | | n | 25 | 10.5% | | t | 20 | 8.4% | | d | 19 | 8.0% | | o | 19 | 8.0% | | a | 18 | 7.6% | | e | 15 | 6.3% | | c | 11 | 4.6% | | i | 11 | 4.6% | | m | 11 | 4.6% | | Other values (11) | 56 | 23.6% |
| Value | Count | Frequency (%) | | (unknown) | 237 | 100.0% |
| Value | Count | Frequency (%) | | r | 32 | 13.5% | | n | 25 | 10.5% | | t | 20 | 8.4% | | d | 19 | 8.0% | | o | 19 | 8.0% | | a | 18 | 7.6% | | e | 15 | 6.3% | | c | 11 | 4.6% | | i | 11 | 4.6% | | m | 11 | 4.6% | | Other values (11) | 56 | 23.6% |
| Distinct | 4 |
|---|
| Distinct (%) | 44.4% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 812.0 B |
|---|
| Max length | 21 |
|---|
| Median length | 20 |
|---|
| Mean length | 19 |
|---|
| Min length | 13 |
|---|
| Total characters | 171 |
|---|
| Distinct characters | 22 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | 1st row | Sales Coordinator |
|---|
| 2nd row | Sales Manager |
|---|
| 3rd row | Sales Representative |
|---|
| 4th row | Sales Representative |
|---|
| 5th row | Sales Representative |
|---|
| Value | Count | Frequency (%) | | sales | 9 | 47.4% | | representative | 6 | 31.6% | | coordinator | 1 | 5.3% | | manager | 1 | 5.3% | | vice | 1 | 5.3% | | president | 1 | 5.3% |
| Value | Count | Frequency (%) | | e | 37 | 21.6% | | a | 18 | 10.5% | | s | 16 | 9.4% | | t | 14 | 8.2% | | r | 10 | 5.8% | | 10 | 5.8% | | l | 9 | 5.3% | | S | 9 | 5.3% | | i | 9 | 5.3% | | n | 9 | 5.3% | | Other values (12) | 30 | 17.5% |
| Value | Count | Frequency (%) | | (unknown) | 171 | 100.0% |
| Value | Count | Frequency (%) | | e | 37 | 21.6% | | a | 18 | 10.5% | | s | 16 | 9.4% | | t | 14 | 8.2% | | r | 10 | 5.8% | | 10 | 5.8% | | l | 9 | 5.3% | | S | 9 | 5.3% | | i | 9 | 5.3% | | n | 9 | 5.3% | | Other values (12) | 30 | 17.5% |
| Value | Count | Frequency (%) | | (unknown) | 171 | 100.0% |
| Value | Count | Frequency (%) | | e | 37 | 21.6% | | a | 18 | 10.5% | | s | 16 | 9.4% | | t | 14 | 8.2% | | r | 10 | 5.8% | | 10 | 5.8% | | l | 9 | 5.3% | | S | 9 | 5.3% | | i | 9 | 5.3% | | n | 9 | 5.3% | | Other values (12) | 30 | 17.5% |
| Value | Count | Frequency (%) | | (unknown) | 171 | 100.0% |
| Value | Count | Frequency (%) | | e | 37 | 21.6% | | a | 18 | 10.5% | | s | 16 | 9.4% | | t | 14 | 8.2% | | r | 10 | 5.8% | | 10 | 5.8% | | l | 9 | 5.3% | | S | 9 | 5.3% | | i | 9 | 5.3% | | n | 9 | 5.3% | | Other values (12) | 30 | 17.5% |
| Distinct | 1 |
|---|
| Distinct (%) | 11.1% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 758.0 B |
|---|
| Max length | 13 |
|---|
| Median length | 13 |
|---|
| Mean length | 13 |
|---|
| Min length | 13 |
|---|
| Total characters | 117 |
|---|
| Distinct characters | 8 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | 1st row | (123)555-0100 |
|---|
| 2nd row | (123)555-0100 |
|---|
| 3rd row | (123)555-0100 |
|---|
| 4th row | (123)555-0100 |
|---|
| 5th row | (123)555-0100 |
|---|
| Value | Count | Frequency (%) | | 123)555-0100 | 9 | 100.0% |
| Value | Count | Frequency (%) | | 0 | 27 | 23.1% | | 5 | 27 | 23.1% | | 1 | 18 | 15.4% | | ( | 9 | 7.7% | | 3 | 9 | 7.7% | | 2 | 9 | 7.7% | | ) | 9 | 7.7% | | - | 9 | 7.7% |
| Value | Count | Frequency (%) | | (unknown) | 117 | 100.0% |
| Value | Count | Frequency (%) | | 0 | 27 | 23.1% | | 5 | 27 | 23.1% | | 1 | 18 | 15.4% | | ( | 9 | 7.7% | | 3 | 9 | 7.7% | | 2 | 9 | 7.7% | | ) | 9 | 7.7% | | - | 9 | 7.7% |
| Value | Count | Frequency (%) | | (unknown) | 117 | 100.0% |
| Value | Count | Frequency (%) | | 0 | 27 | 23.1% | | 5 | 27 | 23.1% | | 1 | 18 | 15.4% | | ( | 9 | 7.7% | | 3 | 9 | 7.7% | | 2 | 9 | 7.7% | | ) | 9 | 7.7% | | - | 9 | 7.7% |
| Value | Count | Frequency (%) | | (unknown) | 117 | 100.0% |
| Value | Count | Frequency (%) | | 0 | 27 | 23.1% | | 5 | 27 | 23.1% | | 1 | 18 | 15.4% | | ( | 9 | 7.7% | | 3 | 9 | 7.7% | | 2 | 9 | 7.7% | | ) | 9 | 7.7% | | - | 9 | 7.7% |
| Distinct | 1 |
|---|
| Distinct (%) | 11.1% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 758.0 B |
|---|
| Max length | 13 |
|---|
| Median length | 13 |
|---|
| Mean length | 13 |
|---|
| Min length | 13 |
|---|
| Total characters | 117 |
|---|
| Distinct characters | 8 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | 1st row | (123)555-0102 |
|---|
| 2nd row | (123)555-0102 |
|---|
| 3rd row | (123)555-0102 |
|---|
| 4th row | (123)555-0102 |
|---|
| 5th row | (123)555-0102 |
|---|
| Value | Count | Frequency (%) | | 123)555-0102 | 9 | 100.0% |
| Value | Count | Frequency (%) | | 5 | 27 | 23.1% | | 1 | 18 | 15.4% | | 0 | 18 | 15.4% | | 2 | 18 | 15.4% | | 3 | 9 | 7.7% | | ( | 9 | 7.7% | | ) | 9 | 7.7% | | - | 9 | 7.7% |
| Value | Count | Frequency (%) | | (unknown) | 117 | 100.0% |
| Value | Count | Frequency (%) | | 5 | 27 | 23.1% | | 1 | 18 | 15.4% | | 0 | 18 | 15.4% | | 2 | 18 | 15.4% | | 3 | 9 | 7.7% | | ( | 9 | 7.7% | | ) | 9 | 7.7% | | - | 9 | 7.7% |
| Value | Count | Frequency (%) | | (unknown) | 117 | 100.0% |
| Value | Count | Frequency (%) | | 5 | 27 | 23.1% | | 1 | 18 | 15.4% | | 0 | 18 | 15.4% | | 2 | 18 | 15.4% | | 3 | 9 | 7.7% | | ( | 9 | 7.7% | | ) | 9 | 7.7% | | - | 9 | 7.7% |
| Value | Count | Frequency (%) | | (unknown) | 117 | 100.0% |
| Value | Count | Frequency (%) | | 5 | 27 | 23.1% | | 1 | 18 | 15.4% | | 0 | 18 | 15.4% | | 2 | 18 | 15.4% | | 3 | 9 | 7.7% | | ( | 9 | 7.7% | | ) | 9 | 7.7% | | - | 9 | 7.7% |
Missing Rejected Unsupported | Missing | 9 |
|---|
| Missing (%) | 100.0% |
|---|
| Memory size | 200.0 B |
|---|
| Distinct | 1 |
|---|
| Distinct (%) | 11.1% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 758.0 B |
|---|
| Max length | 13 |
|---|
| Median length | 13 |
|---|
| Mean length | 13 |
|---|
| Min length | 13 |
|---|
| Total characters | 117 |
|---|
| Distinct characters | 8 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | 1st row | (123)555-0103 |
|---|
| 2nd row | (123)555-0103 |
|---|
| 3rd row | (123)555-0103 |
|---|
| 4th row | (123)555-0103 |
|---|
| 5th row | (123)555-0103 |
|---|
| Value | Count | Frequency (%) | | 123)555-0103 | 9 | 100.0% |
| Value | Count | Frequency (%) | | 5 | 27 | 23.1% | | 1 | 18 | 15.4% | | 0 | 18 | 15.4% | | 3 | 18 | 15.4% | | 2 | 9 | 7.7% | | ( | 9 | 7.7% | | ) | 9 | 7.7% | | - | 9 | 7.7% |
| Value | Count | Frequency (%) | | (unknown) | 117 | 100.0% |
| Value | Count | Frequency (%) | | 5 | 27 | 23.1% | | 1 | 18 | 15.4% | | 0 | 18 | 15.4% | | 3 | 18 | 15.4% | | 2 | 9 | 7.7% | | ( | 9 | 7.7% | | ) | 9 | 7.7% | | - | 9 | 7.7% |
| Value | Count | Frequency (%) | | (unknown) | 117 | 100.0% |
| Value | Count | Frequency (%) | | 5 | 27 | 23.1% | | 1 | 18 | 15.4% | | 0 | 18 | 15.4% | | 3 | 18 | 15.4% | | 2 | 9 | 7.7% | | ( | 9 | 7.7% | | ) | 9 | 7.7% | | - | 9 | 7.7% |
| Value | Count | Frequency (%) | | (unknown) | 117 | 100.0% |
| Value | Count | Frequency (%) | | 5 | 27 | 23.1% | | 1 | 18 | 15.4% | | 0 | 18 | 15.4% | | 3 | 18 | 15.4% | | 2 | 9 | 7.7% | | ( | 9 | 7.7% | | ) | 9 | 7.7% | | - | 9 | 7.7% |
| Distinct | 9 |
|---|
| Distinct (%) | 100.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 767.0 B |
|---|
| Max length | 14 |
|---|
| Median length | 14 |
|---|
| Mean length | 14 |
|---|
| Min length | 14 |
|---|
| Total characters | 126 |
|---|
| Distinct characters | 20 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | Unique | 9 ? |
|---|
| Unique (%) | 100.0% |
|---|
| 1st row | 123 8th Avenue |
|---|
| 2nd row | 123 5th Avenue |
|---|
| 3rd row | 123 7th Avenue |
|---|
| 4th row | 123 1st Avenue |
|---|
| 5th row | 123 6th Avenue |
|---|
| Value | Count | Frequency (%) | | 123 | 9 | 33.3% | | avenue | 9 | 33.3% | | 8th | 1 | 3.7% | | 5th | 1 | 3.7% | | 7th | 1 | 3.7% | | 1st | 1 | 3.7% | | 6th | 1 | 3.7% | | 3rd | 1 | 3.7% | | 4th | 1 | 3.7% | | 2nd | 1 | 3.7% |
| Value | Count | Frequency (%) | | 18 | 14.3% | | e | 18 | 14.3% | | 2 | 10 | 7.9% | | 1 | 10 | 7.9% | | 3 | 10 | 7.9% | | n | 10 | 7.9% | | A | 9 | 7.1% | | v | 9 | 7.1% | | u | 9 | 7.1% | | t | 7 | 5.6% | | Other values (10) | 16 | 12.7% |
| Value | Count | Frequency (%) | | (unknown) | 126 | 100.0% |
| Value | Count | Frequency (%) | | 18 | 14.3% | | e | 18 | 14.3% | | 2 | 10 | 7.9% | | 1 | 10 | 7.9% | | 3 | 10 | 7.9% | | n | 10 | 7.9% | | A | 9 | 7.1% | | v | 9 | 7.1% | | u | 9 | 7.1% | | t | 7 | 5.6% | | Other values (10) | 16 | 12.7% |
| Value | Count | Frequency (%) | | (unknown) | 126 | 100.0% |
| Value | Count | Frequency (%) | | 18 | 14.3% | | e | 18 | 14.3% | | 2 | 10 | 7.9% | | 1 | 10 | 7.9% | | 3 | 10 | 7.9% | | n | 10 | 7.9% | | A | 9 | 7.1% | | v | 9 | 7.1% | | u | 9 | 7.1% | | t | 7 | 5.6% | | Other values (10) | 16 | 12.7% |
| Value | Count | Frequency (%) | | (unknown) | 126 | 100.0% |
| Value | Count | Frequency (%) | | 18 | 14.3% | | e | 18 | 14.3% | | 2 | 10 | 7.9% | | 1 | 10 | 7.9% | | 3 | 10 | 7.9% | | n | 10 | 7.9% | | A | 9 | 7.1% | | v | 9 | 7.1% | | u | 9 | 7.1% | | t | 7 | 5.6% | | Other values (10) | 16 | 12.7% |
| Distinct | 4 |
|---|
| Distinct (%) | 44.4% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 706.0 B |
|---|
| Max length | 8 |
|---|
| Median length | 7 |
|---|
| Mean length | 7.222222222 |
|---|
| Min length | 7 |
|---|
| Total characters | 65 |
|---|
| Distinct characters | 17 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | 1st row | Redmond |
|---|
| 2nd row | Seattle |
|---|
| 3rd row | Seattle |
|---|
| 4th row | Seattle |
|---|
| 5th row | Redmond |
|---|
| Value | Count | Frequency (%) | | seattle | 4 | 44.4% | | redmond | 3 | 33.3% | | kirkland | 1 | 11.1% | | bellevue | 1 | 11.1% |
| Value | Count | Frequency (%) | | e | 14 | 21.5% | | t | 8 | 12.3% | | l | 7 | 10.8% | | d | 7 | 10.8% | | a | 5 | 7.7% | | S | 4 | 6.2% | | n | 4 | 6.2% | | m | 3 | 4.6% | | R | 3 | 4.6% | | o | 3 | 4.6% | | Other values (7) | 7 | 10.8% |
| Value | Count | Frequency (%) | | (unknown) | 65 | 100.0% |
| Value | Count | Frequency (%) | | e | 14 | 21.5% | | t | 8 | 12.3% | | l | 7 | 10.8% | | d | 7 | 10.8% | | a | 5 | 7.7% | | S | 4 | 6.2% | | n | 4 | 6.2% | | m | 3 | 4.6% | | R | 3 | 4.6% | | o | 3 | 4.6% | | Other values (7) | 7 | 10.8% |
| Value | Count | Frequency (%) | | (unknown) | 65 | 100.0% |
| Value | Count | Frequency (%) | | e | 14 | 21.5% | | t | 8 | 12.3% | | l | 7 | 10.8% | | d | 7 | 10.8% | | a | 5 | 7.7% | | S | 4 | 6.2% | | n | 4 | 6.2% | | m | 3 | 4.6% | | R | 3 | 4.6% | | o | 3 | 4.6% | | Other values (7) | 7 | 10.8% |
| Value | Count | Frequency (%) | | (unknown) | 65 | 100.0% |
| Value | Count | Frequency (%) | | e | 14 | 21.5% | | t | 8 | 12.3% | | l | 7 | 10.8% | | d | 7 | 10.8% | | a | 5 | 7.7% | | S | 4 | 6.2% | | n | 4 | 6.2% | | m | 3 | 4.6% | | R | 3 | 4.6% | | o | 3 | 4.6% | | Other values (7) | 7 | 10.8% |
| Distinct | 1 |
|---|
| Distinct (%) | 11.1% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 659.0 B |
|---|
| Max length | 2 |
|---|
| Median length | 2 |
|---|
| Mean length | 2 |
|---|
| Min length | 2 |
|---|
| Total characters | 18 |
|---|
| Distinct characters | 2 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | 1st row | WA |
|---|
| 2nd row | WA |
|---|
| 3rd row | WA |
|---|
| 4th row | WA |
|---|
| 5th row | WA |
|---|
| Value | Count | Frequency (%) | | wa | 9 | 100.0% |
| Value | Count | Frequency (%) | | W | 9 | 50.0% | | A | 9 | 50.0% |
| Value | Count | Frequency (%) | | (unknown) | 18 | 100.0% |
| Value | Count | Frequency (%) | | W | 9 | 50.0% | | A | 9 | 50.0% |
| Value | Count | Frequency (%) | | (unknown) | 18 | 100.0% |
| Value | Count | Frequency (%) | | W | 9 | 50.0% | | A | 9 | 50.0% |
| Value | Count | Frequency (%) | | (unknown) | 18 | 100.0% |
| Value | Count | Frequency (%) | | W | 9 | 50.0% | | A | 9 | 50.0% |
| Distinct | 1 |
|---|
| Distinct (%) | 11.1% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 686.0 B |
|---|
| Max length | 5 |
|---|
| Median length | 5 |
|---|
| Mean length | 5 |
|---|
| Min length | 5 |
|---|
| Total characters | 45 |
|---|
| Distinct characters | 1 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | 1st row | 99999 |
|---|
| 2nd row | 99999 |
|---|
| 3rd row | 99999 |
|---|
| 4th row | 99999 |
|---|
| 5th row | 99999 |
|---|
| Value | Count | Frequency (%) | | 99999 | 9 | 100.0% |
| Value | Count | Frequency (%) | | 9 | 45 | 100.0% |
| Value | Count | Frequency (%) | | (unknown) | 45 | 100.0% |
| Value | Count | Frequency (%) | | 9 | 45 | 100.0% |
| Value | Count | Frequency (%) | | (unknown) | 45 | 100.0% |
| Value | Count | Frequency (%) | | 9 | 45 | 100.0% |
| Value | Count | Frequency (%) | | (unknown) | 45 | 100.0% |
| Value | Count | Frequency (%) | | 9 | 45 | 100.0% |
| Distinct | 1 |
|---|
| Distinct (%) | 11.1% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 668.0 B |
|---|
| Max length | 3 |
|---|
| Median length | 3 |
|---|
| Mean length | 3 |
|---|
| Min length | 3 |
|---|
| Total characters | 27 |
|---|
| Distinct characters | 3 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | 1st row | USA |
|---|
| 2nd row | USA |
|---|
| 3rd row | USA |
|---|
| 4th row | USA |
|---|
| 5th row | USA |
|---|
| Value | Count | Frequency (%) | | usa | 9 | 100.0% |
| Value | Count | Frequency (%) | | U | 9 | 33.3% | | S | 9 | 33.3% | | A | 9 | 33.3% |
| Value | Count | Frequency (%) | | (unknown) | 27 | 100.0% |
| Value | Count | Frequency (%) | | U | 9 | 33.3% | | S | 9 | 33.3% | | A | 9 | 33.3% |
| Value | Count | Frequency (%) | | (unknown) | 27 | 100.0% |
| Value | Count | Frequency (%) | | U | 9 | 33.3% | | S | 9 | 33.3% | | A | 9 | 33.3% |
| Value | Count | Frequency (%) | | (unknown) | 27 | 100.0% |
| Value | Count | Frequency (%) | | U | 9 | 33.3% | | S | 9 | 33.3% | | A | 9 | 33.3% |
| Distinct | 2 |
|---|
| Distinct (%) | 22.2% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 1.1 KiB |
|---|
| Max length | 57 |
|---|
| Median length | 57 |
|---|
| Mean length | 53.88888889 |
|---|
| Min length | 29 |
|---|
| Total characters | 485 |
|---|
| Distinct characters | 18 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | 1st row | http://northwindtraders.com#http://northwindtraders.com/# |
|---|
| 2nd row | http://northwindtraders.com#http://northwindtraders.com/# |
|---|
| 3rd row | http://northwindtraders.com#http://northwindtraders.com/# |
|---|
| 4th row | #http://northwindtraders.com# |
|---|
| 5th row | http://northwindtraders.com#http://northwindtraders.com/# |
|---|
| Value | Count | Frequency (%) | | http://northwindtraders.com#http://northwindtraders.com | 8 | 88.9% | | http://northwindtraders.com | 1 | 11.1% |
| Value | Count | Frequency (%) | | t | 68 | 14.0% | | r | 51 | 10.5% | | / | 42 | 8.7% | | h | 34 | 7.0% | | o | 34 | 7.0% | | n | 34 | 7.0% | | d | 34 | 7.0% | | # | 18 | 3.7% | | p | 17 | 3.5% | | : | 17 | 3.5% | | Other values (8) | 136 | 28.0% |
| Value | Count | Frequency (%) | | (unknown) | 485 | 100.0% |
| Value | Count | Frequency (%) | | t | 68 | 14.0% | | r | 51 | 10.5% | | / | 42 | 8.7% | | h | 34 | 7.0% | | o | 34 | 7.0% | | n | 34 | 7.0% | | d | 34 | 7.0% | | # | 18 | 3.7% | | p | 17 | 3.5% | | : | 17 | 3.5% | | Other values (8) | 136 | 28.0% |
| Value | Count | Frequency (%) | | (unknown) | 485 | 100.0% |
| Value | Count | Frequency (%) | | t | 68 | 14.0% | | r | 51 | 10.5% | | / | 42 | 8.7% | | h | 34 | 7.0% | | o | 34 | 7.0% | | n | 34 | 7.0% | | d | 34 | 7.0% | | # | 18 | 3.7% | | p | 17 | 3.5% | | : | 17 | 3.5% | | Other values (8) | 136 | 28.0% |
| Value | Count | Frequency (%) | | (unknown) | 485 | 100.0% |
| Value | Count | Frequency (%) | | t | 68 | 14.0% | | r | 51 | 10.5% | | / | 42 | 8.7% | | h | 34 | 7.0% | | o | 34 | 7.0% | | n | 34 | 7.0% | | d | 34 | 7.0% | | # | 18 | 3.7% | | p | 17 | 3.5% | | : | 17 | 3.5% | | Other values (8) | 136 | 28.0% |
| Distinct | 6 |
|---|
| Distinct (%) | 100.0% |
|---|
| Missing | 3 |
|---|
| Missing (%) | 33.3% |
|---|
| Memory size | 981.0 B |
|---|
| Max length | 119 |
|---|
| Median length | 73 |
|---|
| Mean length | 69.16666667 |
|---|
| Min length | 24 |
|---|
| Total characters | 415 |
|---|
| Distinct characters | 30 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | Unique | 6 ? |
|---|
| Unique (%) | 100.0% |
|---|
| 1st row | Reads and writes French. |
|---|
| 2nd row | Joined the company as a sales representative and was promoted to sales manager. Fluent in French. |
|---|
| 3rd row | Fluent in Japanese and can read and write French, Portuguese, and Spanish. |
|---|
| 4th row | Was hired as a sales associate and was promoted to sales representative. |
|---|
| 5th row | Joined the company as a sales representative, was promoted to sales manager and was then named vice president of sales. |
|---|
| Value | Count | Frequency (%) | | and | 8 | 11.6% | | sales | 7 | 10.1% | | was | 5 | 7.2% | | french | 4 | 5.8% | | a | 3 | 4.3% | | as | 3 | 4.3% | | representative | 3 | 4.3% | | to | 3 | 4.3% | | promoted | 3 | 4.3% | | in | 3 | 4.3% | | Other values (21) | 27 | 39.1% |
| Value | Count | Frequency (%) | | 64 | 15.4% | | e | 51 | 12.3% | | a | 45 | 10.8% | | n | 34 | 8.2% | | s | 33 | 8.0% | | t | 23 | 5.5% | | r | 22 | 5.3% | | d | 18 | 4.3% | | o | 16 | 3.9% | | i | 15 | 3.6% | | Other values (20) | 94 | 22.7% |
| Value | Count | Frequency (%) | | (unknown) | 415 | 100.0% |
| Value | Count | Frequency (%) | | 64 | 15.4% | | e | 51 | 12.3% | | a | 45 | 10.8% | | n | 34 | 8.2% | | s | 33 | 8.0% | | t | 23 | 5.5% | | r | 22 | 5.3% | | d | 18 | 4.3% | | o | 16 | 3.9% | | i | 15 | 3.6% | | Other values (20) | 94 | 22.7% |
| Value | Count | Frequency (%) | | (unknown) | 415 | 100.0% |
| Value | Count | Frequency (%) | | 64 | 15.4% | | e | 51 | 12.3% | | a | 45 | 10.8% | | n | 34 | 8.2% | | s | 33 | 8.0% | | t | 23 | 5.5% | | r | 22 | 5.3% | | d | 18 | 4.3% | | o | 16 | 3.9% | | i | 15 | 3.6% | | Other values (20) | 94 | 22.7% |
| Value | Count | Frequency (%) | | (unknown) | 415 | 100.0% |
| Value | Count | Frequency (%) | | 64 | 15.4% | | e | 51 | 12.3% | | a | 45 | 10.8% | | n | 34 | 8.2% | | s | 33 | 8.0% | | t | 23 | 5.5% | | r | 22 | 5.3% | | d | 18 | 4.3% | | o | 16 | 3.9% | | i | 15 | 3.6% | | Other values (20) | 94 | 22.7% |
| Distinct | 1 |
|---|
| Distinct (%) | 11.1% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 641.0 B |
|---|
| Max length | 0 |
|---|
| Median length | 0 |
|---|
| Mean length | 0 |
|---|
| Min length | 0 |
|---|
| Total characters | 0 |
|---|
| Distinct characters | 0 |
|---|
| Distinct categories | 0 ? |
|---|
| Distinct scripts | 0 ? |
|---|
| Distinct blocks | 0 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | 1st row | |
|---|
| 2nd row | |
|---|
| 3rd row | |
|---|
| 4th row | |
|---|
| 5th row | |
|---|
| Value | Count | Frequency (%) | | No values found. |
| Value | Count | Frequency (%) | | No values found. |
| Value | Count | Frequency (%) | | No values found. |
| Value | Count | Frequency (%) | | No values found. |
| Distinct | 1 |
|---|
| Distinct (%) | 11.1% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 722.0 B |
|---|
| Max length | 9 |
|---|
| Median length | 9 |
|---|
| Mean length | 9 |
|---|
| Min length | 9 |
|---|
| Total characters | 81 |
|---|
| Distinct characters | 7 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | 1st row | employees |
|---|
| 2nd row | employees |
|---|
| 3rd row | employees |
|---|
| 4th row | employees |
|---|
| 5th row | employees |
|---|
| Value | Count | Frequency (%) | | employees | 9 | 100.0% |
| Value | Count | Frequency (%) | | e | 27 | 33.3% | | m | 9 | 11.1% | | p | 9 | 11.1% | | l | 9 | 11.1% | | o | 9 | 11.1% | | y | 9 | 11.1% | | s | 9 | 11.1% |
| Value | Count | Frequency (%) | | (unknown) | 81 | 100.0% |
| Value | Count | Frequency (%) | | e | 27 | 33.3% | | m | 9 | 11.1% | | p | 9 | 11.1% | | l | 9 | 11.1% | | o | 9 | 11.1% | | y | 9 | 11.1% | | s | 9 | 11.1% |
| Value | Count | Frequency (%) | | (unknown) | 81 | 100.0% |
| Value | Count | Frequency (%) | | e | 27 | 33.3% | | m | 9 | 11.1% | | p | 9 | 11.1% | | l | 9 | 11.1% | | o | 9 | 11.1% | | y | 9 | 11.1% | | s | 9 | 11.1% |
| Value | Count | Frequency (%) | | (unknown) | 81 | 100.0% |
| Value | Count | Frequency (%) | | e | 27 | 33.3% | | m | 9 | 11.1% | | p | 9 | 11.1% | | l | 9 | 11.1% | | o | 9 | 11.1% | | y | 9 | 11.1% | | s | 9 | 11.1% |
Table: inventory_transaction_types
Profile: inventory_transaction_typesBrought to you by YData
| Number of variables | 3 |
|---|
| Number of observations | 4 |
|---|
| Missing cells | 0 |
|---|
| Missing cells (%) | 0.0% |
|---|
| Total size in memory | 753.0 B |
|---|
| Average record size in memory | 188.2 B |
|---|
__table_name__ has constant value "inventory_transaction_types" | Constant | id has unique values | Unique | type_name has unique values | Unique |
| Analysis started | 2025-10-30 16:47:12.185719 |
|---|
| Analysis finished | 2025-10-30 16:47:12.221050 |
|---|
| Duration | 0.04 seconds |
|---|
| Software version | ydata-profiling vv4.17.0 |
|---|
| Download configuration | config.json |
|---|
| Distinct | 4 |
|---|
| Distinct (%) | 100.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 2.5 |
|---|
| Minimum | 1 |
|---|
| Maximum | 4 |
|---|
| Zeros | 0 |
|---|
| Zeros (%) | 0.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 164.0 B |
|---|
| Minimum | 1 |
|---|
| 5-th percentile | 1.15 |
|---|
| Q1 | 1.75 |
|---|
| median | 2.5 |
|---|
| Q3 | 3.25 |
|---|
| 95-th percentile | 3.85 |
|---|
| Maximum | 4 |
|---|
| Range | 3 |
|---|
| Interquartile range (IQR) | 1.5 |
|---|
| Standard deviation | 1.290994449 |
|---|
| Coefficient of variation (CV) | 0.5163977795 |
|---|
| Kurtosis | -1.2 |
|---|
| Mean | 2.5 |
|---|
| Median Absolute Deviation (MAD) | 1 |
|---|
| Skewness | 0 |
|---|
| Sum | 10 |
|---|
| Variance | 1.666666667 |
|---|
| Monotonicity | Strictly increasing |
|---|
Histogram with fixed size bins (bins=4) | Value | Count | Frequency (%) | | 1 | 1 | 25.0% | | 2 | 1 | 25.0% | | 3 | 1 | 25.0% | | 4 | 1 | 25.0% |
| Value | Count | Frequency (%) | | 1 | 1 | 25.0% | | 2 | 1 | 25.0% | | 3 | 1 | 25.0% | | 4 | 1 | 25.0% |
| Value | Count | Frequency (%) | | 4 | 1 | 25.0% | | 3 | 1 | 25.0% | | 2 | 1 | 25.0% | | 1 | 1 | 25.0% |
| Distinct | 4 |
|---|
| Distinct (%) | 100.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 381.0 B |
|---|
| Max length | 9 |
|---|
| Median length | 6 |
|---|
| Mean length | 6.25 |
|---|
| Min length | 4 |
|---|
| Total characters | 25 |
|---|
| Distinct characters | 18 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | Unique | 4 ? |
|---|
| Unique (%) | 100.0% |
|---|
| 1st row | Purchased |
|---|
| 2nd row | Sold |
|---|
| 3rd row | On Hold |
|---|
| 4th row | Waste |
|---|
| Value | Count | Frequency (%) | | purchased | 1 | 20.0% | | sold | 1 | 20.0% | | on | 1 | 20.0% | | hold | 1 | 20.0% | | waste | 1 | 20.0% |
| Value | Count | Frequency (%) | | d | 3 | 12.0% | | a | 2 | 8.0% | | l | 2 | 8.0% | | o | 2 | 8.0% | | s | 2 | 8.0% | | e | 2 | 8.0% | | u | 1 | 4.0% | | P | 1 | 4.0% | | h | 1 | 4.0% | | c | 1 | 4.0% | | Other values (8) | 8 | 32.0% |
| Value | Count | Frequency (%) | | (unknown) | 25 | 100.0% |
| Value | Count | Frequency (%) | | d | 3 | 12.0% | | a | 2 | 8.0% | | l | 2 | 8.0% | | o | 2 | 8.0% | | s | 2 | 8.0% | | e | 2 | 8.0% | | u | 1 | 4.0% | | P | 1 | 4.0% | | h | 1 | 4.0% | | c | 1 | 4.0% | | Other values (8) | 8 | 32.0% |
| Value | Count | Frequency (%) | | (unknown) | 25 | 100.0% |
| Value | Count | Frequency (%) | | d | 3 | 12.0% | | a | 2 | 8.0% | | l | 2 | 8.0% | | o | 2 | 8.0% | | s | 2 | 8.0% | | e | 2 | 8.0% | | u | 1 | 4.0% | | P | 1 | 4.0% | | h | 1 | 4.0% | | c | 1 | 4.0% | | Other values (8) | 8 | 32.0% |
| Value | Count | Frequency (%) | | (unknown) | 25 | 100.0% |
| Value | Count | Frequency (%) | | d | 3 | 12.0% | | a | 2 | 8.0% | | l | 2 | 8.0% | | o | 2 | 8.0% | | s | 2 | 8.0% | | e | 2 | 8.0% | | u | 1 | 4.0% | | P | 1 | 4.0% | | h | 1 | 4.0% | | c | 1 | 4.0% | | Other values (8) | 8 | 32.0% |
| Distinct | 1 |
|---|
| Distinct (%) | 25.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 464.0 B |
|---|
| Max length | 27 |
|---|
| Median length | 27 |
|---|
| Mean length | 27 |
|---|
| Min length | 27 |
|---|
| Total characters | 108 |
|---|
| Distinct characters | 13 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | 1st row | inventory_transaction_types |
|---|
| 2nd row | inventory_transaction_types |
|---|
| 3rd row | inventory_transaction_types |
|---|
| 4th row | inventory_transaction_types |
|---|
| Value | Count | Frequency (%) | | inventory_transaction_types | 4 | 100.0% |
| Value | Count | Frequency (%) | | n | 16 | 14.8% | | t | 16 | 14.8% | | i | 8 | 7.4% | | e | 8 | 7.4% | | o | 8 | 7.4% | | a | 8 | 7.4% | | r | 8 | 7.4% | | y | 8 | 7.4% | | _ | 8 | 7.4% | | s | 8 | 7.4% | | Other values (3) | 12 | 11.1% |
| Value | Count | Frequency (%) | | (unknown) | 108 | 100.0% |
| Value | Count | Frequency (%) | | n | 16 | 14.8% | | t | 16 | 14.8% | | i | 8 | 7.4% | | e | 8 | 7.4% | | o | 8 | 7.4% | | a | 8 | 7.4% | | r | 8 | 7.4% | | y | 8 | 7.4% | | _ | 8 | 7.4% | | s | 8 | 7.4% | | Other values (3) | 12 | 11.1% |
| Value | Count | Frequency (%) | | (unknown) | 108 | 100.0% |
| Value | Count | Frequency (%) | | n | 16 | 14.8% | | t | 16 | 14.8% | | i | 8 | 7.4% | | e | 8 | 7.4% | | o | 8 | 7.4% | | a | 8 | 7.4% | | r | 8 | 7.4% | | y | 8 | 7.4% | | _ | 8 | 7.4% | | s | 8 | 7.4% | | Other values (3) | 12 | 11.1% |
| Value | Count | Frequency (%) | | (unknown) | 108 | 100.0% |
| Value | Count | Frequency (%) | | n | 16 | 14.8% | | t | 16 | 14.8% | | i | 8 | 7.4% | | e | 8 | 7.4% | | o | 8 | 7.4% | | a | 8 | 7.4% | | r | 8 | 7.4% | | y | 8 | 7.4% | | _ | 8 | 7.4% | | s | 8 | 7.4% | | Other values (3) | 12 | 11.1% |
Table: inventory_transactions
Profile: inventory_transactionsBrought to you by YData
| Number of variables | 10 |
|---|
| Number of observations | 102 |
|---|
| Missing cells | 292 |
|---|
| Missing cells (%) | 28.6% |
|---|
| Total size in memory | 18.3 KiB |
|---|
| Average record size in memory | 183.7 B |
|---|
| Numeric | 4 |
|---|
| DateTime | 2 |
|---|
| Unsupported | 2 |
|---|
| Text | 2 |
|---|
| Analysis started | 2025-10-30 16:47:13.500625 |
|---|
| Analysis finished | 2025-10-30 16:47:13.574116 |
|---|
| Duration | 0.07 seconds |
|---|
| Software version | ydata-profiling vv4.17.0 |
|---|
| Download configuration | config.json |
|---|
| Distinct | 102 |
|---|
| Distinct (%) | 100.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 85.5 |
|---|
| Minimum | 35 |
|---|
| Maximum | 136 |
|---|
| Zeros | 0 |
|---|
| Zeros (%) | 0.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 1.0 KiB |
|---|
| Minimum | 35 |
|---|
| 5-th percentile | 40.05 |
|---|
| Q1 | 60.25 |
|---|
| median | 85.5 |
|---|
| Q3 | 110.75 |
|---|
| 95-th percentile | 130.95 |
|---|
| Maximum | 136 |
|---|
| Range | 101 |
|---|
| Interquartile range (IQR) | 50.5 |
|---|
| Standard deviation | 29.58884925 |
|---|
| Coefficient of variation (CV) | 0.3460684123 |
|---|
| Kurtosis | -1.2 |
|---|
| Mean | 85.5 |
|---|
| Median Absolute Deviation (MAD) | 25.5 |
|---|
| Skewness | 0 |
|---|
| Sum | 8721 |
|---|
| Variance | 875.5 |
|---|
| Monotonicity | Not monotonic |
|---|
Histogram with fixed size bins (bins=50) | Value | Count | Frequency (%) | | 111 | 1 | 1.0% | | 45 | 1 | 1.0% | | 47 | 1 | 1.0% | | 52 | 1 | 1.0% | | 105 | 1 | 1.0% | | 109 | 1 | 1.0% | | 80 | 1 | 1.0% | | 36 | 1 | 1.0% | | 41 | 1 | 1.0% | | 42 | 1 | 1.0% | | Other values (92) | 92 | 90.2% |
| Value | Count | Frequency (%) | | 35 | 1 | 1.0% | | 36 | 1 | 1.0% | | 37 | 1 | 1.0% | | 38 | 1 | 1.0% | | 39 | 1 | 1.0% |
| Value | Count | Frequency (%) | | 136 | 1 | 1.0% | | 135 | 1 | 1.0% | | 134 | 1 | 1.0% | | 133 | 1 | 1.0% | | 132 | 1 | 1.0% |
| Distinct | 3 |
|---|
| Distinct (%) | 2.9% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 1.676470588 |
|---|
| Minimum | 1 |
|---|
| Maximum | 3 |
|---|
| Zeros | 0 |
|---|
| Zeros (%) | 0.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 1.0 KiB |
|---|
| Minimum | 1 |
|---|
| 5-th percentile | 1 |
|---|
| Q1 | 1 |
|---|
| median | 2 |
|---|
| Q3 | 2 |
|---|
| 95-th percentile | 3 |
|---|
| Maximum | 3 |
|---|
| Range | 2 |
|---|
| Interquartile range (IQR) | 1 |
|---|
| Standard deviation | 0.6473367328 |
|---|
| Coefficient of variation (CV) | 0.3861306827 |
|---|
| Kurtosis | -0.6842029788 |
|---|
| Mean | 1.676470588 |
|---|
| Median Absolute Deviation (MAD) | 1 |
|---|
| Skewness | 0.4293638873 |
|---|
| Sum | 171 |
|---|
| Variance | 0.4190448457 |
|---|
| Monotonicity | Increasing |
|---|
Histogram with fixed size bins (bins=3) | Value | Count | Frequency (%) | | 2 | 49 | 48.0% | | 1 | 43 | 42.2% | | 3 | 10 | 9.8% |
| Value | Count | Frequency (%) | | 1 | 43 | 42.2% | | 2 | 49 | 48.0% | | 3 | 10 | 9.8% |
| Value | Count | Frequency (%) | | 3 | 10 | 9.8% | | 2 | 49 | 48.0% | | 1 | 43 | 42.2% |
| Distinct | 102 |
|---|
| Distinct (%) | 100.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 944.0 B |
|---|
| Minimum | 2006-03-22 16:02:28 |
|---|
| Maximum | 2006-04-25 17:04:05 |
|---|
| Invalid dates | 0 |
|---|
| Invalid dates (%) | 0.0% |
|---|
Histogram with fixed size bins (bins=50) | Distinct | 88 |
|---|
| Distinct (%) | 86.3% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 944.0 B |
|---|
| Minimum | 2006-03-22 16:02:28 |
|---|
| Maximum | 2006-04-25 17:04:57 |
|---|
| Invalid dates | 0 |
|---|
| Invalid dates (%) | 0.0% |
|---|
Histogram with fixed size bins (bins=50) | Distinct | 28 |
|---|
| Distinct (%) | 27.5% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 37.80392157 |
|---|
| Minimum | 1 |
|---|
| Maximum | 81 |
|---|
| Zeros | 0 |
|---|
| Zeros (%) | 0.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 1.0 KiB |
|---|
| Minimum | 1 |
|---|
| 5-th percentile | 4 |
|---|
| Q1 | 19 |
|---|
| median | 40.5 |
|---|
| Q3 | 51.75 |
|---|
| 95-th percentile | 80 |
|---|
| Maximum | 81 |
|---|
| Range | 80 |
|---|
| Interquartile range (IQR) | 32.75 |
|---|
| Standard deviation | 24.61788741 |
|---|
| Coefficient of variation (CV) | 0.6511993039 |
|---|
| Kurtosis | -0.9794910262 |
|---|
| Mean | 37.80392157 |
|---|
| Median Absolute Deviation (MAD) | 21.5 |
|---|
| Skewness | 0.2176139641 |
|---|
| Sum | 3856 |
|---|
| Variance | 606.0403805 |
|---|
| Monotonicity | Not monotonic |
|---|
Histogram with fixed size bins (bins=28) | Value | Count | Frequency (%) | | 34 | 10 | 9.8% | | 19 | 8 | 7.8% | | 43 | 8 | 7.8% | | 41 | 7 | 6.9% | | 48 | 7 | 6.9% | | 8 | 6 | 5.9% | | 80 | 5 | 4.9% | | 81 | 5 | 4.9% | | 40 | 4 | 3.9% | | 72 | 4 | 3.9% | | Other values (18) | 38 | 37.3% |
| Value | Count | Frequency (%) | | 1 | 3 | 2.9% | | 3 | 2 | 2.0% | | 4 | 3 | 2.9% | | 5 | 2 | 2.0% | | 6 | 3 | 2.9% |
| Value | Count | Frequency (%) | | 81 | 5 | 4.9% | | 80 | 5 | 4.9% | | 77 | 1 | 1.0% | | 74 | 2 | 2.0% | | 72 | 4 | 3.9% |
| Distinct | 24 |
|---|
| Distinct (%) | 23.5% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 64.85294118 |
|---|
| Minimum | 1 |
|---|
| Maximum | 300 |
|---|
| Zeros | 0 |
|---|
| Zeros (%) | 0.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 1.0 KiB |
|---|
| Minimum | 1 |
|---|
| 5-th percentile | 10 |
|---|
| Q1 | 20 |
|---|
| median | 40 |
|---|
| Q3 | 89.25 |
|---|
| 95-th percentile | 247.5 |
|---|
| Maximum | 300 |
|---|
| Range | 299 |
|---|
| Interquartile range (IQR) | 69.25 |
|---|
| Standard deviation | 71.72104888 |
|---|
| Coefficient of variation (CV) | 1.105902795 |
|---|
| Kurtosis | 4.094259858 |
|---|
| Mean | 64.85294118 |
|---|
| Median Absolute Deviation (MAD) | 20 |
|---|
| Skewness | 2.118255623 |
|---|
| Sum | 6615 |
|---|
| Variance | 5143.908853 |
|---|
| Monotonicity | Not monotonic |
|---|
Histogram with fixed size bins (bins=24) | Value | Count | Frequency (%) | | 40 | 19 | 18.6% | | 10 | 11 | 10.8% | | 100 | 11 | 10.8% | | 20 | 9 | 8.8% | | 30 | 8 | 7.8% | | 50 | 8 | 7.8% | | 25 | 8 | 7.8% | | 300 | 5 | 4.9% | | 200 | 4 | 3.9% | | 60 | 2 | 2.0% | | Other values (14) | 17 | 16.7% |
| Value | Count | Frequency (%) | | 1 | 1 | 1.0% | | 3 | 1 | 1.0% | | 5 | 1 | 1.0% | | 10 | 11 | 10.8% | | 12 | 1 | 1.0% |
| Value | Count | Frequency (%) | | 300 | 5 | 4.9% | | 250 | 1 | 1.0% | | 200 | 4 | 3.9% | | 125 | 1 | 1.0% | | 120 | 2 | 2.0% |
Missing Rejected Unsupported | Missing | 102 |
|---|
| Missing (%) | 100.0% |
|---|
| Memory size | 1.0 KiB |
|---|
Missing Rejected Unsupported | Missing | 102 |
|---|
| Missing (%) | 100.0% |
|---|
| Memory size | 1.0 KiB |
|---|
| Distinct | 12 |
|---|
| Distinct (%) | 85.7% |
|---|
| Missing | 88 |
|---|
| Missing (%) | 86.3% |
|---|
| Memory size | 4.1 KiB |
|---|
| Max length | 36 |
|---|
| Median length | 36 |
|---|
| Mean length | 36 |
|---|
| Min length | 36 |
|---|
| Total characters | 504 |
|---|
| Distinct characters | 28 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | Unique | 10 ? |
|---|
| Unique (%) | 71.4% |
|---|
| 1st row | Fill Back Ordered product, Order #42 |
|---|
| 2nd row | Fill Back Ordered product, Order #48 |
|---|
| 3rd row | Fill Back Ordered product, Order #48 |
|---|
| 4th row | Fill Back Ordered product, Order #33 |
|---|
| 5th row | Fill Back Ordered product, Order #46 |
|---|
| Value | Count | Frequency (%) | | fill | 14 | 16.7% | | back | 14 | 16.7% | | ordered | 14 | 16.7% | | product | 14 | 16.7% | | order | 14 | 16.7% | | 48 | 2 | 2.4% | | 46 | 2 | 2.4% | | 42 | 1 | 1.2% | | 33 | 1 | 1.2% | | 45 | 1 | 1.2% | | Other values (7) | 7 | 8.3% |
| Value | Count | Frequency (%) | | 70 | 13.9% | | r | 70 | 13.9% | | d | 56 | 11.1% | | e | 42 | 8.3% | | O | 28 | 5.6% | | c | 28 | 5.6% | | l | 28 | 5.6% | | i | 14 | 2.8% | | F | 14 | 2.8% | | k | 14 | 2.8% | | Other values (18) | 140 | 27.8% |
| Value | Count | Frequency (%) | | (unknown) | 504 | 100.0% |
| Value | Count | Frequency (%) | | 70 | 13.9% | | r | 70 | 13.9% | | d | 56 | 11.1% | | e | 42 | 8.3% | | O | 28 | 5.6% | | c | 28 | 5.6% | | l | 28 | 5.6% | | i | 14 | 2.8% | | F | 14 | 2.8% | | k | 14 | 2.8% | | Other values (18) | 140 | 27.8% |
| Value | Count | Frequency (%) | | (unknown) | 504 | 100.0% |
| Value | Count | Frequency (%) | | 70 | 13.9% | | r | 70 | 13.9% | | d | 56 | 11.1% | | e | 42 | 8.3% | | O | 28 | 5.6% | | c | 28 | 5.6% | | l | 28 | 5.6% | | i | 14 | 2.8% | | F | 14 | 2.8% | | k | 14 | 2.8% | | Other values (18) | 140 | 27.8% |
| Value | Count | Frequency (%) | | (unknown) | 504 | 100.0% |
| Value | Count | Frequency (%) | | 70 | 13.9% | | r | 70 | 13.9% | | d | 56 | 11.1% | | e | 42 | 8.3% | | O | 28 | 5.6% | | c | 28 | 5.6% | | l | 28 | 5.6% | | i | 14 | 2.8% | | F | 14 | 2.8% | | k | 14 | 2.8% | | Other values (18) | 140 | 27.8% |
| Distinct | 1 |
|---|
| Distinct (%) | 1.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 8.0 KiB |
|---|
| Max length | 22 |
|---|
| Median length | 22 |
|---|
| Mean length | 22 |
|---|
| Min length | 22 |
|---|
| Total characters | 2244 |
|---|
| Distinct characters | 12 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | 1st row | inventory_transactions |
|---|
| 2nd row | inventory_transactions |
|---|
| 3rd row | inventory_transactions |
|---|
| 4th row | inventory_transactions |
|---|
| 5th row | inventory_transactions |
|---|
| Value | Count | Frequency (%) | | inventory_transactions | 102 | 100.0% |
| Value | Count | Frequency (%) | | n | 408 | 18.2% | | t | 306 | 13.6% | | o | 204 | 9.1% | | i | 204 | 9.1% | | s | 204 | 9.1% | | a | 204 | 9.1% | | r | 204 | 9.1% | | v | 102 | 4.5% | | e | 102 | 4.5% | | y | 102 | 4.5% | | Other values (2) | 204 | 9.1% |
| Value | Count | Frequency (%) | | (unknown) | 2244 | 100.0% |
| Value | Count | Frequency (%) | | n | 408 | 18.2% | | t | 306 | 13.6% | | o | 204 | 9.1% | | i | 204 | 9.1% | | s | 204 | 9.1% | | a | 204 | 9.1% | | r | 204 | 9.1% | | v | 102 | 4.5% | | e | 102 | 4.5% | | y | 102 | 4.5% | | Other values (2) | 204 | 9.1% |
| Value | Count | Frequency (%) | | (unknown) | 2244 | 100.0% |
| Value | Count | Frequency (%) | | n | 408 | 18.2% | | t | 306 | 13.6% | | o | 204 | 9.1% | | i | 204 | 9.1% | | s | 204 | 9.1% | | a | 204 | 9.1% | | r | 204 | 9.1% | | v | 102 | 4.5% | | e | 102 | 4.5% | | y | 102 | 4.5% | | Other values (2) | 204 | 9.1% |
| Value | Count | Frequency (%) | | (unknown) | 2244 | 100.0% |
| Value | Count | Frequency (%) | | n | 408 | 18.2% | | t | 306 | 13.6% | | o | 204 | 9.1% | | i | 204 | 9.1% | | s | 204 | 9.1% | | a | 204 | 9.1% | | r | 204 | 9.1% | | v | 102 | 4.5% | | e | 102 | 4.5% | | y | 102 | 4.5% | | Other values (2) | 204 | 9.1% |
Table: invoices
Profile: invoicesBrought to you by YData
| Number of variables | 8 |
|---|
| Number of observations | 35 |
|---|
| Missing cells | 35 |
|---|
| Missing cells (%) | 12.5% |
|---|
| Total size in memory | 4.3 KiB |
|---|
| Average record size in memory | 126.7 B |
|---|
| Numeric | 5 |
|---|
| DateTime | 1 |
|---|
| Unsupported | 1 |
|---|
| Text | 1 |
|---|
tax has constant value "0.0" | Constant | shipping has constant value "0.0" | Constant | amount_due has constant value "0.0" | Constant | __table_name__ has constant value "invoices" | Constant | due_date has 35 (100.0%) missing values | Missing | id has unique values | Unique | order_id has unique values | Unique | invoice_date has unique values | Unique | due_date is an unsupported type, check if it needs cleaning or further analysis | Unsupported | tax has 35 (100.0%) zeros | Zeros | shipping has 35 (100.0%) zeros | Zeros | amount_due has 35 (100.0%) zeros | Zeros |
| Analysis started | 2025-10-30 16:47:16.159970 |
|---|
| Analysis finished | 2025-10-30 16:47:16.214187 |
|---|
| Duration | 0.05 seconds |
|---|
| Software version | ydata-profiling vv4.17.0 |
|---|
| Download configuration | config.json |
|---|
| Distinct | 35 |
|---|
| Distinct (%) | 100.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 22 |
|---|
| Minimum | 5 |
|---|
| Maximum | 39 |
|---|
| Zeros | 0 |
|---|
| Zeros (%) | 0.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 443.0 B |
|---|
| Minimum | 5 |
|---|
| 5-th percentile | 6.7 |
|---|
| Q1 | 13.5 |
|---|
| median | 22 |
|---|
| Q3 | 30.5 |
|---|
| 95-th percentile | 37.3 |
|---|
| Maximum | 39 |
|---|
| Range | 34 |
|---|
| Interquartile range (IQR) | 17 |
|---|
| Standard deviation | 10.24695077 |
|---|
| Coefficient of variation (CV) | 0.4657704894 |
|---|
| Kurtosis | -1.2 |
|---|
| Mean | 22 |
|---|
| Median Absolute Deviation (MAD) | 9 |
|---|
| Skewness | 0 |
|---|
| Sum | 770 |
|---|
| Variance | 105 |
|---|
| Monotonicity | Not monotonic |
|---|
Histogram with fixed size bins (bins=35) | Value | Count | Frequency (%) | | 7 | 1 | 2.9% | | 6 | 1 | 2.9% | | 8 | 1 | 2.9% | | 5 | 1 | 2.9% | | 9 | 1 | 2.9% | | 17 | 1 | 2.9% | | 10 | 1 | 2.9% | | 18 | 1 | 2.9% | | 11 | 1 | 2.9% | | 19 | 1 | 2.9% | | Other values (25) | 25 | 71.4% |
| Value | Count | Frequency (%) | | 5 | 1 | 2.9% | | 6 | 1 | 2.9% | | 7 | 1 | 2.9% | | 8 | 1 | 2.9% | | 9 | 1 | 2.9% |
| Value | Count | Frequency (%) | | 39 | 1 | 2.9% | | 38 | 1 | 2.9% | | 37 | 1 | 2.9% | | 36 | 1 | 2.9% | | 35 | 1 | 2.9% |
| Distinct | 35 |
|---|
| Distinct (%) | 100.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 53.91428571 |
|---|
| Minimum | 30 |
|---|
| Maximum | 79 |
|---|
| Zeros | 0 |
|---|
| Zeros (%) | 0.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 443.0 B |
|---|
| Minimum | 30 |
|---|
| 5-th percentile | 31.7 |
|---|
| Q1 | 38.5 |
|---|
| median | 51 |
|---|
| Q3 | 70.5 |
|---|
| 95-th percentile | 77.3 |
|---|
| Maximum | 79 |
|---|
| Range | 49 |
|---|
| Interquartile range (IQR) | 32 |
|---|
| Standard deviation | 16.53582818 |
|---|
| Coefficient of variation (CV) | 0.306705875 |
|---|
| Kurtosis | -1.511474153 |
|---|
| Mean | 53.91428571 |
|---|
| Median Absolute Deviation (MAD) | 16 |
|---|
| Skewness | 0.1025743054 |
|---|
| Sum | 1887 |
|---|
| Variance | 273.4336134 |
|---|
| Monotonicity | Not monotonic |
|---|
Histogram with fixed size bins (bins=35) | Value | Count | Frequency (%) | | 40 | 1 | 2.9% | | 32 | 1 | 2.9% | | 39 | 1 | 2.9% | | 31 | 1 | 2.9% | | 38 | 1 | 2.9% | | 55 | 1 | 2.9% | | 37 | 1 | 2.9% | | 51 | 1 | 2.9% | | 36 | 1 | 2.9% | | 50 | 1 | 2.9% | | Other values (25) | 25 | 71.4% |
| Value | Count | Frequency (%) | | 30 | 1 | 2.9% | | 31 | 1 | 2.9% | | 32 | 1 | 2.9% | | 33 | 1 | 2.9% | | 34 | 1 | 2.9% |
| Value | Count | Frequency (%) | | 79 | 1 | 2.9% | | 78 | 1 | 2.9% | | 77 | 1 | 2.9% | | 76 | 1 | 2.9% | | 75 | 1 | 2.9% |
| Distinct | 35 |
|---|
| Distinct (%) | 100.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 408.0 B |
|---|
| Minimum | 2006-03-22 16:08:59 |
|---|
| Maximum | 2006-04-04 11:43:08 |
|---|
| Invalid dates | 0 |
|---|
| Invalid dates (%) | 0.0% |
|---|
Histogram with fixed size bins (bins=35) Missing Rejected Unsupported | Missing | 35 |
|---|
| Missing (%) | 100.0% |
|---|
| Memory size | 408.0 B |
|---|
| Distinct | 1 |
|---|
| Distinct (%) | 2.9% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 0 |
|---|
| Minimum | 0 |
|---|
| Maximum | 0 |
|---|
| Zeros | 35 |
|---|
| Zeros (%) | 100.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 408.0 B |
|---|
| Minimum | 0 |
|---|
| 5-th percentile | 0 |
|---|
| Q1 | 0 |
|---|
| median | 0 |
|---|
| Q3 | 0 |
|---|
| 95-th percentile | 0 |
|---|
| Maximum | 0 |
|---|
| Range | 0 |
|---|
| Interquartile range (IQR) | 0 |
|---|
| Standard deviation | 0 |
|---|
| Coefficient of variation (CV) | nan |
|---|
| Kurtosis | 0 |
|---|
| Mean | 0 |
|---|
| Median Absolute Deviation (MAD) | 0 |
|---|
| Skewness | 0 |
|---|
| Sum | 0 |
|---|
| Variance | 0 |
|---|
| Monotonicity | Increasing |
|---|
Histogram with fixed size bins (bins=1) | Value | Count | Frequency (%) | | 0 | 35 | 100.0% |
| Value | Count | Frequency (%) | | 0 | 35 | 100.0% |
| Value | Count | Frequency (%) | | 0 | 35 | 100.0% |
| Distinct | 1 |
|---|
| Distinct (%) | 2.9% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 0 |
|---|
| Minimum | 0 |
|---|
| Maximum | 0 |
|---|
| Zeros | 35 |
|---|
| Zeros (%) | 100.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 408.0 B |
|---|
| Minimum | 0 |
|---|
| 5-th percentile | 0 |
|---|
| Q1 | 0 |
|---|
| median | 0 |
|---|
| Q3 | 0 |
|---|
| 95-th percentile | 0 |
|---|
| Maximum | 0 |
|---|
| Range | 0 |
|---|
| Interquartile range (IQR) | 0 |
|---|
| Standard deviation | 0 |
|---|
| Coefficient of variation (CV) | nan |
|---|
| Kurtosis | 0 |
|---|
| Mean | 0 |
|---|
| Median Absolute Deviation (MAD) | 0 |
|---|
| Skewness | 0 |
|---|
| Sum | 0 |
|---|
| Variance | 0 |
|---|
| Monotonicity | Increasing |
|---|
Histogram with fixed size bins (bins=1) | Value | Count | Frequency (%) | | 0 | 35 | 100.0% |
| Value | Count | Frequency (%) | | 0 | 35 | 100.0% |
| Value | Count | Frequency (%) | | 0 | 35 | 100.0% |
| Distinct | 1 |
|---|
| Distinct (%) | 2.9% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 0 |
|---|
| Minimum | 0 |
|---|
| Maximum | 0 |
|---|
| Zeros | 35 |
|---|
| Zeros (%) | 100.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 408.0 B |
|---|
| Minimum | 0 |
|---|
| 5-th percentile | 0 |
|---|
| Q1 | 0 |
|---|
| median | 0 |
|---|
| Q3 | 0 |
|---|
| 95-th percentile | 0 |
|---|
| Maximum | 0 |
|---|
| Range | 0 |
|---|
| Interquartile range (IQR) | 0 |
|---|
| Standard deviation | 0 |
|---|
| Coefficient of variation (CV) | nan |
|---|
| Kurtosis | 0 |
|---|
| Mean | 0 |
|---|
| Median Absolute Deviation (MAD) | 0 |
|---|
| Skewness | 0 |
|---|
| Sum | 0 |
|---|
| Variance | 0 |
|---|
| Monotonicity | Increasing |
|---|
Histogram with fixed size bins (bins=1) | Value | Count | Frequency (%) | | 0 | 35 | 100.0% |
| Value | Count | Frequency (%) | | 0 | 35 | 100.0% |
| Value | Count | Frequency (%) | | 0 | 35 | 100.0% |
| Distinct | 1 |
|---|
| Distinct (%) | 2.9% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 2.3 KiB |
|---|
| Max length | 8 |
|---|
| Median length | 8 |
|---|
| Mean length | 8 |
|---|
| Min length | 8 |
|---|
| Total characters | 280 |
|---|
| Distinct characters | 7 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | 1st row | invoices |
|---|
| 2nd row | invoices |
|---|
| 3rd row | invoices |
|---|
| 4th row | invoices |
|---|
| 5th row | invoices |
|---|
| Value | Count | Frequency (%) | | invoices | 35 | 100.0% |
| Value | Count | Frequency (%) | | i | 70 | 25.0% | | n | 35 | 12.5% | | v | 35 | 12.5% | | o | 35 | 12.5% | | c | 35 | 12.5% | | e | 35 | 12.5% | | s | 35 | 12.5% |
| Value | Count | Frequency (%) | | (unknown) | 280 | 100.0% |
| Value | Count | Frequency (%) | | i | 70 | 25.0% | | n | 35 | 12.5% | | v | 35 | 12.5% | | o | 35 | 12.5% | | c | 35 | 12.5% | | e | 35 | 12.5% | | s | 35 | 12.5% |
| Value | Count | Frequency (%) | | (unknown) | 280 | 100.0% |
| Value | Count | Frequency (%) | | i | 70 | 25.0% | | n | 35 | 12.5% | | v | 35 | 12.5% | | o | 35 | 12.5% | | c | 35 | 12.5% | | e | 35 | 12.5% | | s | 35 | 12.5% |
| Value | Count | Frequency (%) | | (unknown) | 280 | 100.0% |
| Value | Count | Frequency (%) | | i | 70 | 25.0% | | n | 35 | 12.5% | | v | 35 | 12.5% | | o | 35 | 12.5% | | c | 35 | 12.5% | | e | 35 | 12.5% | | s | 35 | 12.5% |
Table: order_details
Profile: order_detailsBrought to you by YData
| Number of variables | 11 |
|---|
| Number of observations | 58 |
|---|
| Missing cells | 103 |
|---|
| Missing cells (%) | 16.1% |
|---|
| Total size in memory | 9.0 KiB |
|---|
| Average record size in memory | 158.2 B |
|---|
| Numeric | 9 |
|---|
| Unsupported | 1 |
|---|
| Text | 1 |
|---|
| Analysis started | 2025-10-30 16:47:18.326757 |
|---|
| Analysis finished | 2025-10-30 16:47:18.394582 |
|---|
| Duration | 0.07 seconds |
|---|
| Software version | ydata-profiling vv4.17.0 |
|---|
| Download configuration | config.json |
|---|
| Distinct | 58 |
|---|
| Distinct (%) | 100.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 57.25862069 |
|---|
| Minimum | 27 |
|---|
| Maximum | 91 |
|---|
| Zeros | 0 |
|---|
| Zeros (%) | 0.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 650.0 B |
|---|
| Minimum | 27 |
|---|
| 5-th percentile | 29.85 |
|---|
| Q1 | 41.25 |
|---|
| median | 55.5 |
|---|
| Q3 | 73.75 |
|---|
| 95-th percentile | 85.15 |
|---|
| Maximum | 91 |
|---|
| Range | 64 |
|---|
| Interquartile range (IQR) | 32.5 |
|---|
| Standard deviation | 18.77901063 |
|---|
| Coefficient of variation (CV) | 0.3279682675 |
|---|
| Kurtosis | -1.250614934 |
|---|
| Mean | 57.25862069 |
|---|
| Median Absolute Deviation (MAD) | 16.5 |
|---|
| Skewness | 0.08662698586 |
|---|
| Sum | 3321 |
|---|
| Variance | 352.6512402 |
|---|
| Monotonicity | Not monotonic |
|---|
Histogram with fixed size bins (bins=50) | Value | Count | Frequency (%) | | 41 | 1 | 1.7% | | 47 | 1 | 1.7% | | 50 | 1 | 1.7% | | 90 | 1 | 1.7% | | 28 | 1 | 1.7% | | 31 | 1 | 1.7% | | 46 | 1 | 1.7% | | 79 | 1 | 1.7% | | 85 | 1 | 1.7% | | 34 | 1 | 1.7% | | Other values (48) | 48 | 82.8% |
| Value | Count | Frequency (%) | | 27 | 1 | 1.7% | | 28 | 1 | 1.7% | | 29 | 1 | 1.7% | | 30 | 1 | 1.7% | | 31 | 1 | 1.7% |
| Value | Count | Frequency (%) | | 91 | 1 | 1.7% | | 90 | 1 | 1.7% | | 86 | 1 | 1.7% | | 85 | 1 | 1.7% | | 84 | 1 | 1.7% |
| Distinct | 40 |
|---|
| Distinct (%) | 69.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 52.36206897 |
|---|
| Minimum | 30 |
|---|
| Maximum | 81 |
|---|
| Zeros | 0 |
|---|
| Zeros (%) | 0.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 650.0 B |
|---|
| Minimum | 30 |
|---|
| 5-th percentile | 31 |
|---|
| Q1 | 40.25 |
|---|
| median | 47.5 |
|---|
| Q3 | 68.5 |
|---|
| 95-th percentile | 79.15 |
|---|
| Maximum | 81 |
|---|
| Range | 51 |
|---|
| Interquartile range (IQR) | 28.25 |
|---|
| Standard deviation | 16.39073152 |
|---|
| Coefficient of variation (CV) | 0.3130268121 |
|---|
| Kurtosis | -1.176261734 |
|---|
| Mean | 52.36206897 |
|---|
| Median Absolute Deviation (MAD) | 12 |
|---|
| Skewness | 0.4114286915 |
|---|
| Sum | 3037 |
|---|
| Variance | 268.6560799 |
|---|
| Monotonicity | Not monotonic |
|---|
Histogram with fixed size bins (bins=40) | Value | Count | Frequency (%) | | 44 | 3 | 5.2% | | 31 | 3 | 5.2% | | 51 | 3 | 5.2% | | 42 | 3 | 5.2% | | 58 | 2 | 3.4% | | 30 | 2 | 3.4% | | 81 | 2 | 3.4% | | 43 | 2 | 3.4% | | 63 | 2 | 3.4% | | 79 | 2 | 3.4% | | Other values (30) | 34 | 58.6% |
| Value | Count | Frequency (%) | | 30 | 2 | 3.4% | | 31 | 3 | 5.2% | | 32 | 2 | 3.4% | | 33 | 1 | 1.7% | | 34 | 1 | 1.7% |
| Value | Count | Frequency (%) | | 81 | 2 | 3.4% | | 80 | 1 | 1.7% | | 79 | 2 | 3.4% | | 78 | 1 | 1.7% | | 77 | 1 | 1.7% |
| Distinct | 24 |
|---|
| Distinct (%) | 41.4% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 38.55172414 |
|---|
| Minimum | 1 |
|---|
| Maximum | 81 |
|---|
| Zeros | 0 |
|---|
| Zeros (%) | 0.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 650.0 B |
|---|
| Minimum | 1 |
|---|
| 5-th percentile | 3.85 |
|---|
| Q1 | 17.5 |
|---|
| median | 41 |
|---|
| Q3 | 51.75 |
|---|
| 95-th percentile | 81 |
|---|
| Maximum | 81 |
|---|
| Range | 80 |
|---|
| Interquartile range (IQR) | 34.25 |
|---|
| Standard deviation | 25.7308419 |
|---|
| Coefficient of variation (CV) | 0.6674368651 |
|---|
| Kurtosis | -1.042721847 |
|---|
| Mean | 38.55172414 |
|---|
| Median Absolute Deviation (MAD) | 22 |
|---|
| Skewness | 0.1803742112 |
|---|
| Sum | 2236 |
|---|
| Variance | 662.076225 |
|---|
| Monotonicity | Not monotonic |
|---|
Histogram with fixed size bins (bins=24) | Value | Count | Frequency (%) | | 43 | 5 | 8.6% | | 48 | 5 | 8.6% | | 81 | 4 | 6.9% | | 80 | 4 | 6.9% | | 19 | 4 | 6.9% | | 8 | 4 | 6.9% | | 41 | 4 | 6.9% | | 34 | 3 | 5.2% | | 40 | 3 | 5.2% | | 56 | 2 | 3.4% | | Other values (14) | 20 | 34.5% |
| Value | Count | Frequency (%) | | 1 | 2 | 3.4% | | 3 | 1 | 1.7% | | 4 | 2 | 3.4% | | 5 | 1 | 1.7% | | 6 | 2 | 3.4% |
| Value | Count | Frequency (%) | | 81 | 4 | 6.9% | | 80 | 4 | 6.9% | | 74 | 1 | 1.7% | | 72 | 2 | 3.4% | | 57 | 1 | 1.7% |
| Distinct | 16 |
|---|
| Distinct (%) | 27.6% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 50.72413793 |
|---|
| Minimum | 0 |
|---|
| Maximum | 300 |
|---|
| Zeros | 2 |
|---|
| Zeros (%) | 3.4% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 592.0 B |
|---|
| Minimum | 0 |
|---|
| 5-th percentile | 4.7 |
|---|
| Q1 | 15 |
|---|
| median | 27.5 |
|---|
| Q3 | 47.5 |
|---|
| 95-th percentile | 215 |
|---|
| Maximum | 300 |
|---|
| Range | 300 |
|---|
| Interquartile range (IQR) | 32.5 |
|---|
| Standard deviation | 70.63143605 |
|---|
| Coefficient of variation (CV) | 1.392462029 |
|---|
| Kurtosis | 6.752549665 |
|---|
| Mean | 50.72413793 |
|---|
| Median Absolute Deviation (MAD) | 15 |
|---|
| Skewness | 2.680008748 |
|---|
| Sum | 2942 |
|---|
| Variance | 4988.799758 |
|---|
| Monotonicity | Not monotonic |
|---|
Histogram with fixed size bins (bins=16) | Value | Count | Frequency (%) | | 10 | 10 | 17.2% | | 30 | 7 | 12.1% | | 40 | 7 | 12.1% | | 25 | 6 | 10.3% | | 20 | 6 | 10.3% | | 50 | 5 | 8.6% | | 100 | 3 | 5.2% | | 300 | 3 | 5.2% | | 15 | 2 | 3.4% | | 0 | 2 | 3.4% | | Other values (6) | 7 | 12.1% |
| Value | Count | Frequency (%) | | 0 | 2 | 3.4% | | 3 | 1 | 1.7% | | 5 | 1 | 1.7% | | 10 | 10 | 17.2% | | 15 | 2 | 3.4% |
| Value | Count | Frequency (%) | | 300 | 3 | 5.2% | | 200 | 2 | 3.4% | | 100 | 3 | 5.2% | | 90 | 1 | 1.7% | | 87 | 1 | 1.7% |
| Distinct | 22 |
|---|
| Distinct (%) | 37.9% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 22.27172414 |
|---|
| Minimum | 2.99 |
|---|
| Maximum | 81 |
|---|
| Zeros | 0 |
|---|
| Zeros (%) | 0.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 592.0 B |
|---|
| Minimum | 2.99 |
|---|
| 5-th percentile | 2.99 |
|---|
| Q1 | 9.65 |
|---|
| median | 18 |
|---|
| Q3 | 37.2 |
|---|
| 95-th percentile | 47.05 |
|---|
| Maximum | 81 |
|---|
| Range | 78.01 |
|---|
| Interquartile range (IQR) | 27.55 |
|---|
| Standard deviation | 16.90205688 |
|---|
| Coefficient of variation (CV) | 0.7589020399 |
|---|
| Kurtosis | 0.9822667559 |
|---|
| Mean | 22.27172414 |
|---|
| Median Absolute Deviation (MAD) | 8.8 |
|---|
| Skewness | 1.051584481 |
|---|
| Sum | 1291.76 |
|---|
| Variance | 285.6795268 |
|---|
| Monotonicity | Increasing |
|---|
Histogram with fixed size bins (bins=22) | Value | Count | Frequency (%) | | 46 | 5 | 8.6% | | 12.75 | 5 | 8.6% | | 9.2 | 4 | 6.9% | | 9.65 | 4 | 6.9% | | 2.99 | 4 | 6.9% | | 3.5 | 4 | 6.9% | | 40 | 4 | 6.9% | | 10 | 3 | 5.2% | | 18.4 | 3 | 5.2% | | 14 | 3 | 5.2% | | Other values (12) | 19 | 32.8% |
| Value | Count | Frequency (%) | | 2.99 | 4 | 6.9% | | 3.5 | 4 | 6.9% | | 7 | 1 | 1.7% | | 9.2 | 4 | 6.9% | | 9.65 | 4 | 6.9% |
| Value | Count | Frequency (%) | | 81 | 1 | 1.7% | | 53 | 2 | 3.4% | | 46 | 5 | 8.6% | | 40 | 4 | 6.9% | | 39 | 1 | 1.7% |
| Distinct | 1 |
|---|
| Distinct (%) | 1.7% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 0 |
|---|
| Minimum | 0 |
|---|
| Maximum | 0 |
|---|
| Zeros | 58 |
|---|
| Zeros (%) | 100.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 592.0 B |
|---|
| Minimum | 0 |
|---|
| 5-th percentile | 0 |
|---|
| Q1 | 0 |
|---|
| median | 0 |
|---|
| Q3 | 0 |
|---|
| 95-th percentile | 0 |
|---|
| Maximum | 0 |
|---|
| Range | 0 |
|---|
| Interquartile range (IQR) | 0 |
|---|
| Standard deviation | 0 |
|---|
| Coefficient of variation (CV) | nan |
|---|
| Kurtosis | 0 |
|---|
| Mean | 0 |
|---|
| Median Absolute Deviation (MAD) | 0 |
|---|
| Skewness | 0 |
|---|
| Sum | 0 |
|---|
| Variance | 0 |
|---|
| Monotonicity | Increasing |
|---|
Histogram with fixed size bins (bins=1) | Value | Count | Frequency (%) | | 0 | 58 | 100.0% |
| Value | Count | Frequency (%) | | 0 | 58 | 100.0% |
| Value | Count | Frequency (%) | | 0 | 58 | 100.0% |
| Distinct | 4 |
|---|
| Distinct (%) | 6.9% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 1.896551724 |
|---|
| Minimum | 0 |
|---|
| Maximum | 5 |
|---|
| Zeros | 1 |
|---|
| Zeros (%) | 1.7% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 650.0 B |
|---|
| Minimum | 0 |
|---|
| 5-th percentile | 1 |
|---|
| Q1 | 2 |
|---|
| median | 2 |
|---|
| Q3 | 2 |
|---|
| 95-th percentile | 2 |
|---|
| Maximum | 5 |
|---|
| Range | 5 |
|---|
| Interquartile range (IQR) | 0 |
|---|
| Standard deviation | 0.5830848144 |
|---|
| Coefficient of variation (CV) | 0.3074447203 |
|---|
| Kurtosis | 15.42312292 |
|---|
| Mean | 1.896551724 |
|---|
| Median Absolute Deviation (MAD) | 0 |
|---|
| Skewness | 1.657035387 |
|---|
| Sum | 110 |
|---|
| Variance | 0.3399879008 |
|---|
| Monotonicity | Not monotonic |
|---|
Histogram with fixed size bins (bins=4) | Value | Count | Frequency (%) | | 2 | 49 | 84.5% | | 1 | 7 | 12.1% | | 5 | 1 | 1.7% | | 0 | 1 | 1.7% |
| Value | Count | Frequency (%) | | 0 | 1 | 1.7% | | 1 | 7 | 12.1% | | 2 | 49 | 84.5% | | 5 | 1 | 1.7% |
| Value | Count | Frequency (%) | | 5 | 1 | 1.7% | | 2 | 49 | 84.5% | | 1 | 7 | 12.1% | | 0 | 1 | 1.7% |
Missing Rejected Unsupported | Missing | 58 |
|---|
| Missing (%) | 100.0% |
|---|
| Memory size | 592.0 B |
|---|
| Distinct | 15 |
|---|
| Distinct (%) | 100.0% |
|---|
| Missing | 43 |
|---|
| Missing (%) | 74.1% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 103.0666667 |
|---|
| Minimum | 96 |
|---|
| Maximum | 111 |
|---|
| Zeros | 0 |
|---|
| Zeros (%) | 0.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 650.0 B |
|---|
| Minimum | 96 |
|---|
| 5-th percentile | 96.7 |
|---|
| Q1 | 99.5 |
|---|
| median | 103 |
|---|
| Q3 | 106.5 |
|---|
| 95-th percentile | 109.6 |
|---|
| Maximum | 111 |
|---|
| Range | 15 |
|---|
| Interquartile range (IQR) | 7 |
|---|
| Standard deviation | 4.589843861 |
|---|
| Coefficient of variation (CV) | 0.04453276708 |
|---|
| Kurtosis | -1.043102067 |
|---|
| Mean | 103.0666667 |
|---|
| Median Absolute Deviation (MAD) | 4 |
|---|
| Skewness | 0.09376784045 |
|---|
| Sum | 1546 |
|---|
| Variance | 21.06666667 |
|---|
| Monotonicity | Not monotonic |
|---|
Histogram with fixed size bins (bins=15) | Value | Count | Frequency (%) | | 101 | 1 | 1.7% | | 103 | 1 | 1.7% | | 97 | 1 | 1.7% | | 98 | 1 | 1.7% | | 104 | 1 | 1.7% | | 100 | 1 | 1.7% | | 109 | 1 | 1.7% | | 111 | 1 | 1.7% | | 96 | 1 | 1.7% | | 105 | 1 | 1.7% | | Other values (5) | 5 | 8.6% | | (Missing) | 43 | 74.1% |
| Value | Count | Frequency (%) | | 96 | 1 | 1.7% | | 97 | 1 | 1.7% | | 98 | 1 | 1.7% | | 99 | 1 | 1.7% | | 100 | 1 | 1.7% |
| Value | Count | Frequency (%) | | 111 | 1 | 1.7% | | 109 | 1 | 1.7% | | 108 | 1 | 1.7% | | 107 | 1 | 1.7% | | 106 | 1 | 1.7% |
| Distinct | 56 |
|---|
| Distinct (%) | 100.0% |
|---|
| Missing | 2 |
|---|
| Missing (%) | 3.4% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 100.8035714 |
|---|
| Minimum | 63 |
|---|
| Maximum | 136 |
|---|
| Zeros | 0 |
|---|
| Zeros (%) | 0.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 650.0 B |
|---|
| Minimum | 63 |
|---|
| 5-th percentile | 65.75 |
|---|
| Q1 | 82.5 |
|---|
| median | 100 |
|---|
| Q3 | 122.25 |
|---|
| 95-th percentile | 133.25 |
|---|
| Maximum | 136 |
|---|
| Range | 73 |
|---|
| Interquartile range (IQR) | 39.75 |
|---|
| Standard deviation | 23.27262898 |
|---|
| Coefficient of variation (CV) | 0.2308710758 |
|---|
| Kurtosis | -1.386079178 |
|---|
| Mean | 100.8035714 |
|---|
| Median Absolute Deviation (MAD) | 21 |
|---|
| Skewness | -0.0788302645 |
|---|
| Sum | 5645 |
|---|
| Variance | 541.6152597 |
|---|
| Monotonicity | Not monotonic |
|---|
Histogram with fixed size bins (bins=50) | Value | Count | Frequency (%) | | 87 | 1 | 1.7% | | 90 | 1 | 1.7% | | 63 | 1 | 1.7% | | 66 | 1 | 1.7% | | 86 | 1 | 1.7% | | 129 | 1 | 1.7% | | 135 | 1 | 1.7% | | 73 | 1 | 1.7% | | 69 | 1 | 1.7% | | 110 | 1 | 1.7% | | Other values (46) | 46 | 79.3% | | (Missing) | 2 | 3.4% |
| Value | Count | Frequency (%) | | 63 | 1 | 1.7% | | 64 | 1 | 1.7% | | 65 | 1 | 1.7% | | 66 | 1 | 1.7% | | 67 | 1 | 1.7% |
| Value | Count | Frequency (%) | | 136 | 1 | 1.7% | | 135 | 1 | 1.7% | | 134 | 1 | 1.7% | | 133 | 1 | 1.7% | | 132 | 1 | 1.7% |
| Distinct | 1 |
|---|
| Distinct (%) | 1.7% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 4.1 KiB |
|---|
| Max length | 13 |
|---|
| Median length | 13 |
|---|
| Mean length | 13 |
|---|
| Min length | 13 |
|---|
| Total characters | 754 |
|---|
| Distinct characters | 10 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | 1st row | order_details |
|---|
| 2nd row | order_details |
|---|
| 3rd row | order_details |
|---|
| 4th row | order_details |
|---|
| 5th row | order_details |
|---|
| Value | Count | Frequency (%) | | order_details | 58 | 100.0% |
| Value | Count | Frequency (%) | | r | 116 | 15.4% | | d | 116 | 15.4% | | e | 116 | 15.4% | | o | 58 | 7.7% | | _ | 58 | 7.7% | | t | 58 | 7.7% | | a | 58 | 7.7% | | i | 58 | 7.7% | | l | 58 | 7.7% | | s | 58 | 7.7% |
| Value | Count | Frequency (%) | | (unknown) | 754 | 100.0% |
| Value | Count | Frequency (%) | | r | 116 | 15.4% | | d | 116 | 15.4% | | e | 116 | 15.4% | | o | 58 | 7.7% | | _ | 58 | 7.7% | | t | 58 | 7.7% | | a | 58 | 7.7% | | i | 58 | 7.7% | | l | 58 | 7.7% | | s | 58 | 7.7% |
| Value | Count | Frequency (%) | | (unknown) | 754 | 100.0% |
| Value | Count | Frequency (%) | | r | 116 | 15.4% | | d | 116 | 15.4% | | e | 116 | 15.4% | | o | 58 | 7.7% | | _ | 58 | 7.7% | | t | 58 | 7.7% | | a | 58 | 7.7% | | i | 58 | 7.7% | | l | 58 | 7.7% | | s | 58 | 7.7% |
| Value | Count | Frequency (%) | | (unknown) | 754 | 100.0% |
| Value | Count | Frequency (%) | | r | 116 | 15.4% | | d | 116 | 15.4% | | e | 116 | 15.4% | | o | 58 | 7.7% | | _ | 58 | 7.7% | | t | 58 | 7.7% | | a | 58 | 7.7% | | i | 58 | 7.7% | | l | 58 | 7.7% | | s | 58 | 7.7% |
Table: order_details_status
Profile: order_details_statusBrought to you by YData
| Number of variables | 3 |
|---|
| Number of observations | 6 |
|---|
| Missing cells | 0 |
|---|
| Missing cells (%) | 0.0% |
|---|
| Total size in memory | 1.0 KiB |
|---|
| Average record size in memory | 171.7 B |
|---|
__table_name__ has constant value "order_details_status" | Constant | id has unique values | Unique | status has unique values | Unique | id has 1 (16.7%) zeros | Zeros |
| Analysis started | 2025-10-30 16:47:20.929487 |
|---|
| Analysis finished | 2025-10-30 16:47:20.968764 |
|---|
| Duration | 0.04 seconds |
|---|
| Software version | ydata-profiling vv4.17.0 |
|---|
| Download configuration | config.json |
|---|
| Distinct | 6 |
|---|
| Distinct (%) | 100.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 2.5 |
|---|
| Minimum | 0 |
|---|
| Maximum | 5 |
|---|
| Zeros | 1 |
|---|
| Zeros (%) | 16.7% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 182.0 B |
|---|
| Minimum | 0 |
|---|
| 5-th percentile | 0.25 |
|---|
| Q1 | 1.25 |
|---|
| median | 2.5 |
|---|
| Q3 | 3.75 |
|---|
| 95-th percentile | 4.75 |
|---|
| Maximum | 5 |
|---|
| Range | 5 |
|---|
| Interquartile range (IQR) | 2.5 |
|---|
| Standard deviation | 1.870828693 |
|---|
| Coefficient of variation (CV) | 0.7483314774 |
|---|
| Kurtosis | -1.2 |
|---|
| Mean | 2.5 |
|---|
| Median Absolute Deviation (MAD) | 1.5 |
|---|
| Skewness | 0 |
|---|
| Sum | 15 |
|---|
| Variance | 3.5 |
|---|
| Monotonicity | Strictly increasing |
|---|
Histogram with fixed size bins (bins=6) | Value | Count | Frequency (%) | | 0 | 1 | 16.7% | | 1 | 1 | 16.7% | | 2 | 1 | 16.7% | | 3 | 1 | 16.7% | | 4 | 1 | 16.7% | | 5 | 1 | 16.7% |
| Value | Count | Frequency (%) | | 0 | 1 | 16.7% | | 1 | 1 | 16.7% | | 2 | 1 | 16.7% | | 3 | 1 | 16.7% | | 4 | 1 | 16.7% |
| Value | Count | Frequency (%) | | 5 | 1 | 16.7% | | 4 | 1 | 16.7% | | 3 | 1 | 16.7% | | 2 | 1 | 16.7% | | 1 | 1 | 16.7% |
| Distinct | 6 |
|---|
| Distinct (%) | 100.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 514.0 B |
|---|
| Max length | 9 |
|---|
| Median length | 8.5 |
|---|
| Mean length | 7.333333333 |
|---|
| Min length | 4 |
|---|
| Total characters | 44 |
|---|
| Distinct characters | 20 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | Unique | 6 ? |
|---|
| Unique (%) | 100.0% |
|---|
| 1st row | None |
|---|
| 2nd row | Allocated |
|---|
| 3rd row | Invoiced |
|---|
| 4th row | Shipped |
|---|
| 5th row | On Order |
|---|
| Value | Count | Frequency (%) | | none | 1 | 12.5% | | allocated | 1 | 12.5% | | invoiced | 1 | 12.5% | | shipped | 1 | 12.5% | | on | 1 | 12.5% | | order | 1 | 12.5% | | no | 1 | 12.5% | | stock | 1 | 12.5% |
| Value | Count | Frequency (%) | | o | 5 | 11.4% | | e | 5 | 11.4% | | d | 4 | 9.1% | | n | 3 | 6.8% | | c | 3 | 6.8% | | N | 2 | 4.5% | | t | 2 | 4.5% | | l | 2 | 4.5% | | O | 2 | 4.5% | | p | 2 | 4.5% | | Other values (10) | 14 | 31.8% |
| Value | Count | Frequency (%) | | (unknown) | 44 | 100.0% |
| Value | Count | Frequency (%) | | o | 5 | 11.4% | | e | 5 | 11.4% | | d | 4 | 9.1% | | n | 3 | 6.8% | | c | 3 | 6.8% | | N | 2 | 4.5% | | t | 2 | 4.5% | | l | 2 | 4.5% | | O | 2 | 4.5% | | p | 2 | 4.5% | | Other values (10) | 14 | 31.8% |
| Value | Count | Frequency (%) | | (unknown) | 44 | 100.0% |
| Value | Count | Frequency (%) | | o | 5 | 11.4% | | e | 5 | 11.4% | | d | 4 | 9.1% | | n | 3 | 6.8% | | c | 3 | 6.8% | | N | 2 | 4.5% | | t | 2 | 4.5% | | l | 2 | 4.5% | | O | 2 | 4.5% | | p | 2 | 4.5% | | Other values (10) | 14 | 31.8% |
| Value | Count | Frequency (%) | | (unknown) | 44 | 100.0% |
| Value | Count | Frequency (%) | | o | 5 | 11.4% | | e | 5 | 11.4% | | d | 4 | 9.1% | | n | 3 | 6.8% | | c | 3 | 6.8% | | N | 2 | 4.5% | | t | 2 | 4.5% | | l | 2 | 4.5% | | O | 2 | 4.5% | | p | 2 | 4.5% | | Other values (10) | 14 | 31.8% |
| Distinct | 1 |
|---|
| Distinct (%) | 16.7% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 590.0 B |
|---|
| Max length | 20 |
|---|
| Median length | 20 |
|---|
| Mean length | 20 |
|---|
| Min length | 20 |
|---|
| Total characters | 120 |
|---|
| Distinct characters | 11 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | 1st row | order_details_status |
|---|
| 2nd row | order_details_status |
|---|
| 3rd row | order_details_status |
|---|
| 4th row | order_details_status |
|---|
| 5th row | order_details_status |
|---|
| Value | Count | Frequency (%) | | order_details_status | 6 | 100.0% |
| Value | Count | Frequency (%) | | t | 18 | 15.0% | | s | 18 | 15.0% | | r | 12 | 10.0% | | a | 12 | 10.0% | | d | 12 | 10.0% | | _ | 12 | 10.0% | | e | 12 | 10.0% | | o | 6 | 5.0% | | i | 6 | 5.0% | | l | 6 | 5.0% |
| Value | Count | Frequency (%) | | (unknown) | 120 | 100.0% |
| Value | Count | Frequency (%) | | t | 18 | 15.0% | | s | 18 | 15.0% | | r | 12 | 10.0% | | a | 12 | 10.0% | | d | 12 | 10.0% | | _ | 12 | 10.0% | | e | 12 | 10.0% | | o | 6 | 5.0% | | i | 6 | 5.0% | | l | 6 | 5.0% |
| Value | Count | Frequency (%) | | (unknown) | 120 | 100.0% |
| Value | Count | Frequency (%) | | t | 18 | 15.0% | | s | 18 | 15.0% | | r | 12 | 10.0% | | a | 12 | 10.0% | | d | 12 | 10.0% | | _ | 12 | 10.0% | | e | 12 | 10.0% | | o | 6 | 5.0% | | i | 6 | 5.0% | | l | 6 | 5.0% |
| Value | Count | Frequency (%) | | (unknown) | 120 | 100.0% |
| Value | Count | Frequency (%) | | t | 18 | 15.0% | | s | 18 | 15.0% | | r | 12 | 10.0% | | a | 12 | 10.0% | | d | 12 | 10.0% | | _ | 12 | 10.0% | | e | 12 | 10.0% | | o | 6 | 5.0% | | i | 6 | 5.0% | | l | 6 | 5.0% |
Table: orders
Profile: ordersBrought to you by YData
| Number of variables | 21 |
|---|
| Number of observations | 48 |
|---|
| Missing cells | 130 |
|---|
| Missing cells (%) | 12.9% |
|---|
| Total size in memory | 30.1 KiB |
|---|
| Average record size in memory | 642.2 B |
|---|
| Numeric | 8 |
|---|
| DateTime | 3 |
|---|
| Text | 8 |
|---|
| Unsupported | 2 |
|---|
| Analysis started | 2025-10-30 16:47:24.733826 |
|---|
| Analysis finished | 2025-10-30 16:47:24.923709 |
|---|
| Duration | 0.19 seconds |
|---|
| Software version | ydata-profiling vv4.17.0 |
|---|
| Download configuration | config.json |
|---|
| Distinct | 48 |
|---|
| Distinct (%) | 100.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 55.79166667 |
|---|
| Minimum | 30 |
|---|
| Maximum | 81 |
|---|
| Zeros | 0 |
|---|
| Zeros (%) | 0.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 560.0 B |
|---|
| Minimum | 30 |
|---|
| 5-th percentile | 32.35 |
|---|
| Q1 | 41.75 |
|---|
| median | 57.5 |
|---|
| Q3 | 69.25 |
|---|
| 95-th percentile | 78.65 |
|---|
| Maximum | 81 |
|---|
| Range | 51 |
|---|
| Interquartile range (IQR) | 27.5 |
|---|
| Standard deviation | 15.74120265 |
|---|
| Coefficient of variation (CV) | 0.282142542 |
|---|
| Kurtosis | -1.331045073 |
|---|
| Mean | 55.79166667 |
|---|
| Median Absolute Deviation (MAD) | 14 |
|---|
| Skewness | -0.05609480355 |
|---|
| Sum | 2678 |
|---|
| Variance | 247.785461 |
|---|
| Monotonicity | Not monotonic |
|---|
Histogram with fixed size bins (bins=48) | Value | Count | Frequency (%) | | 32 | 1 | 2.1% | | 30 | 1 | 2.1% | | 31 | 1 | 2.1% | | 34 | 1 | 2.1% | | 33 | 1 | 2.1% | | 72 | 1 | 2.1% | | 65 | 1 | 2.1% | | 38 | 1 | 2.1% | | 45 | 1 | 2.1% | | 71 | 1 | 2.1% | | Other values (38) | 38 | 79.2% |
| Value | Count | Frequency (%) | | 30 | 1 | 2.1% | | 31 | 1 | 2.1% | | 32 | 1 | 2.1% | | 33 | 1 | 2.1% | | 34 | 1 | 2.1% |
| Value | Count | Frequency (%) | | 81 | 1 | 2.1% | | 80 | 1 | 2.1% | | 79 | 1 | 2.1% | | 78 | 1 | 2.1% | | 77 | 1 | 2.1% |
| Distinct | 8 |
|---|
| Distinct (%) | 16.7% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 4.458333333 |
|---|
| Minimum | 1 |
|---|
| Maximum | 9 |
|---|
| Zeros | 0 |
|---|
| Zeros (%) | 0.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 560.0 B |
|---|
| Minimum | 1 |
|---|
| 5-th percentile | 1 |
|---|
| Q1 | 1.75 |
|---|
| median | 4 |
|---|
| Q3 | 7.25 |
|---|
| 95-th percentile | 9 |
|---|
| Maximum | 9 |
|---|
| Range | 8 |
|---|
| Interquartile range (IQR) | 5.5 |
|---|
| Standard deviation | 3.045459357 |
|---|
| Coefficient of variation (CV) | 0.6830936875 |
|---|
| Kurtosis | -1.356336556 |
|---|
| Mean | 4.458333333 |
|---|
| Median Absolute Deviation (MAD) | 3 |
|---|
| Skewness | 0.3914266675 |
|---|
| Sum | 214 |
|---|
| Variance | 9.274822695 |
|---|
| Monotonicity | Not monotonic |
|---|
Histogram with fixed size bins (bins=8) | Value | Count | Frequency (%) | | 1 | 12 | 25.0% | | 9 | 10 | 20.8% | | 4 | 8 | 16.7% | | 3 | 6 | 12.5% | | 6 | 4 | 8.3% | | 2 | 4 | 8.3% | | 8 | 2 | 4.2% | | 7 | 2 | 4.2% |
| Value | Count | Frequency (%) | | 1 | 12 | 25.0% | | 2 | 4 | 8.3% | | 3 | 6 | 12.5% | | 4 | 8 | 16.7% | | 6 | 4 | 8.3% |
| Value | Count | Frequency (%) | | 9 | 10 | 20.8% | | 8 | 2 | 4.2% | | 7 | 2 | 4.2% | | 6 | 4 | 8.3% | | 4 | 8 | 16.7% |
| Distinct | 15 |
|---|
| Distinct (%) | 31.2% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 12.85416667 |
|---|
| Minimum | 1 |
|---|
| Maximum | 29 |
|---|
| Zeros | 0 |
|---|
| Zeros (%) | 0.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 560.0 B |
|---|
| Minimum | 1 |
|---|
| 5-th percentile | 3 |
|---|
| Q1 | 6 |
|---|
| median | 8.5 |
|---|
| Q3 | 25.25 |
|---|
| 95-th percentile | 29 |
|---|
| Maximum | 29 |
|---|
| Range | 28 |
|---|
| Interquartile range (IQR) | 19.25 |
|---|
| Standard deviation | 9.815293285 |
|---|
| Coefficient of variation (CV) | 0.7635884565 |
|---|
| Kurtosis | -1.159827679 |
|---|
| Mean | 12.85416667 |
|---|
| Median Absolute Deviation (MAD) | 4 |
|---|
| Skewness | 0.7421208642 |
|---|
| Sum | 617 |
|---|
| Variance | 96.33998227 |
|---|
| Monotonicity | Not monotonic |
|---|
Histogram with fixed size bins (bins=15) | Value | Count | Frequency (%) | | 8 | 6 | 12.5% | | 6 | 6 | 12.5% | | 4 | 5 | 10.4% | | 28 | 4 | 8.3% | | 10 | 4 | 8.3% | | 29 | 4 | 8.3% | | 3 | 3 | 6.2% | | 1 | 2 | 4.2% | | 27 | 2 | 4.2% | | 12 | 2 | 4.2% | | Other values (5) | 10 | 20.8% |
| Value | Count | Frequency (%) | | 1 | 2 | 4.2% | | 3 | 3 | 6.2% | | 4 | 5 | 10.4% | | 6 | 6 | 12.5% | | 7 | 2 | 4.2% |
| Value | Count | Frequency (%) | | 29 | 4 | 8.3% | | 28 | 4 | 8.3% | | 27 | 2 | 4.2% | | 26 | 2 | 4.2% | | 25 | 2 | 4.2% |
| Distinct | 28 |
|---|
| Distinct (%) | 58.3% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 512.0 B |
|---|
| Minimum | 2006-01-15 00:00:00 |
|---|
| Maximum | 2006-06-23 00:00:00 |
|---|
| Invalid dates | 0 |
|---|
| Invalid dates (%) | 0.0% |
|---|
Histogram with fixed size bins (bins=28) | Distinct | 23 |
|---|
| Distinct (%) | 59.0% |
|---|
| Missing | 9 |
|---|
| Missing (%) | 18.8% |
|---|
| Memory size | 512.0 B |
|---|
| Minimum | 2006-01-22 00:00:00 |
|---|
| Maximum | 2006-06-23 00:00:00 |
|---|
| Invalid dates | 0 |
|---|
| Invalid dates (%) | 0.0% |
|---|
Histogram with fixed size bins (bins=23) | Distinct | 3 |
|---|
| Distinct (%) | 7.0% |
|---|
| Missing | 5 |
|---|
| Missing (%) | 10.4% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 2.209302326 |
|---|
| Minimum | 1 |
|---|
| Maximum | 3 |
|---|
| Zeros | 0 |
|---|
| Zeros (%) | 0.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 560.0 B |
|---|
| Minimum | 1 |
|---|
| 5-th percentile | 1 |
|---|
| Q1 | 2 |
|---|
| median | 2 |
|---|
| Q3 | 3 |
|---|
| 95-th percentile | 3 |
|---|
| Maximum | 3 |
|---|
| Range | 2 |
|---|
| Interquartile range (IQR) | 1 |
|---|
| Standard deviation | 0.7418811205 |
|---|
| Coefficient of variation (CV) | 0.3357988229 |
|---|
| Kurtosis | -1.069775714 |
|---|
| Mean | 2.209302326 |
|---|
| Median Absolute Deviation (MAD) | 1 |
|---|
| Skewness | -0.3613737778 |
|---|
| Sum | 95 |
|---|
| Variance | 0.5503875969 |
|---|
| Monotonicity | Not monotonic |
|---|
Histogram with fixed size bins (bins=3) | Value | Count | Frequency (%) | | 2 | 18 | 37.5% | | 3 | 17 | 35.4% | | 1 | 8 | 16.7% | | (Missing) | 5 | 10.4% |
| Value | Count | Frequency (%) | | 1 | 8 | 16.7% | | 2 | 18 | 37.5% | | 3 | 17 | 35.4% |
| Value | Count | Frequency (%) | | 3 | 17 | 35.4% | | 2 | 18 | 37.5% | | 1 | 8 | 16.7% |
| Distinct | 15 |
|---|
| Distinct (%) | 31.2% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 3.7 KiB |
|---|
| Max length | 22 |
|---|
| Median length | 16 |
|---|
| Mean length | 14.20833333 |
|---|
| Min length | 7 |
|---|
| Total characters | 682 |
|---|
| Distinct characters | 41 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | 1st row | John Edwards |
|---|
| 2nd row | Karen Toh |
|---|
| 3rd row | Christina Lee |
|---|
| 4th row | Christina Lee |
|---|
| 5th row | Elizabeth Andersen |
|---|
| Value | Count | Frequency (%) | | lee | 9 | 9.0% | | andersen | 6 | 6.0% | | francisco | 6 | 6.0% | | pérez-olaeta | 6 | 6.0% | | elizabeth | 6 | 6.0% | | christina | 5 | 5.0% | | amritansh | 4 | 4.0% | | raghav | 4 | 4.0% | | roland | 4 | 4.0% | | wacker | 4 | 4.0% | | Other values (19) | 46 | 46.0% |
| Value | Count | Frequency (%) | | e | 75 | 11.0% | | n | 64 | 9.4% | | a | 62 | 9.1% | | 52 | 7.6% | | r | 41 | 6.0% | | s | 32 | 4.7% | | i | 32 | 4.7% | | o | 31 | 4.5% | | h | 30 | 4.4% | | t | 25 | 3.7% | | Other values (31) | 238 | 34.9% |
| Value | Count | Frequency (%) | | (unknown) | 682 | 100.0% |
| Value | Count | Frequency (%) | | e | 75 | 11.0% | | n | 64 | 9.4% | | a | 62 | 9.1% | | 52 | 7.6% | | r | 41 | 6.0% | | s | 32 | 4.7% | | i | 32 | 4.7% | | o | 31 | 4.5% | | h | 30 | 4.4% | | t | 25 | 3.7% | | Other values (31) | 238 | 34.9% |
| Value | Count | Frequency (%) | | (unknown) | 682 | 100.0% |
| Value | Count | Frequency (%) | | e | 75 | 11.0% | | n | 64 | 9.4% | | a | 62 | 9.1% | | 52 | 7.6% | | r | 41 | 6.0% | | s | 32 | 4.7% | | i | 32 | 4.7% | | o | 31 | 4.5% | | h | 30 | 4.4% | | t | 25 | 3.7% | | Other values (31) | 238 | 34.9% |
| Value | Count | Frequency (%) | | (unknown) | 682 | 100.0% |
| Value | Count | Frequency (%) | | e | 75 | 11.0% | | n | 64 | 9.4% | | a | 62 | 9.1% | | 52 | 7.6% | | r | 41 | 6.0% | | s | 32 | 4.7% | | i | 32 | 4.7% | | o | 31 | 4.5% | | h | 30 | 4.4% | | t | 25 | 3.7% | | Other values (31) | 238 | 34.9% |
| Distinct | 15 |
|---|
| Distinct (%) | 31.2% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 3.5 KiB |
|---|
| Max length | 15 |
|---|
| Median length | 14 |
|---|
| Mean length | 14.45833333 |
|---|
| Min length | 14 |
|---|
| Total characters | 694 |
|---|
| Distinct characters | 18 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | 1st row | 123 12th Street |
|---|
| 2nd row | 789 27th Street |
|---|
| 3rd row | 123 4th Street |
|---|
| 4th row | 123 4th Street |
|---|
| 5th row | 123 8th Street |
|---|
| Value | Count | Frequency (%) | | street | 48 | 33.3% | | 123 | 34 | 23.6% | | 789 | 14 | 9.7% | | 8th | 6 | 4.2% | | 6th | 6 | 4.2% | | 4th | 5 | 3.5% | | 28th | 4 | 2.8% | | 10th | 4 | 2.8% | | 29th | 4 | 2.8% | | 3rd | 3 | 2.1% | | Other values (8) | 16 | 11.1% |
| Value | Count | Frequency (%) | | t | 141 | 20.3% | | 96 | 13.8% | | e | 96 | 13.8% | | r | 51 | 7.3% | | 2 | 50 | 7.2% | | S | 48 | 6.9% | | 1 | 46 | 6.6% | | h | 43 | 6.2% | | 3 | 37 | 5.3% | | 8 | 24 | 3.5% | | Other values (8) | 62 | 8.9% |
| Value | Count | Frequency (%) | | (unknown) | 694 | 100.0% |
| Value | Count | Frequency (%) | | t | 141 | 20.3% | | 96 | 13.8% | | e | 96 | 13.8% | | r | 51 | 7.3% | | 2 | 50 | 7.2% | | S | 48 | 6.9% | | 1 | 46 | 6.6% | | h | 43 | 6.2% | | 3 | 37 | 5.3% | | 8 | 24 | 3.5% | | Other values (8) | 62 | 8.9% |
| Value | Count | Frequency (%) | | (unknown) | 694 | 100.0% |
| Value | Count | Frequency (%) | | t | 141 | 20.3% | | 96 | 13.8% | | e | 96 | 13.8% | | r | 51 | 7.3% | | 2 | 50 | 7.2% | | S | 48 | 6.9% | | 1 | 46 | 6.6% | | h | 43 | 6.2% | | 3 | 37 | 5.3% | | 8 | 24 | 3.5% | | Other values (8) | 62 | 8.9% |
| Value | Count | Frequency (%) | | (unknown) | 694 | 100.0% |
| Value | Count | Frequency (%) | | t | 141 | 20.3% | | 96 | 13.8% | | e | 96 | 13.8% | | r | 51 | 7.3% | | 2 | 50 | 7.2% | | S | 48 | 6.9% | | 1 | 46 | 6.6% | | h | 43 | 6.2% | | 3 | 37 | 5.3% | | 8 | 24 | 3.5% | | Other values (8) | 62 | 8.9% |
| Distinct | 12 |
|---|
| Distinct (%) | 25.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 3.2 KiB |
|---|
| Max length | 14 |
|---|
| Median length | 9 |
|---|
| Mean length | 7.854166667 |
|---|
| Min length | 5 |
|---|
| Total characters | 377 |
|---|
| Distinct characters | 32 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | 1st row | Las Vegas |
|---|
| 2nd row | Las Vegas |
|---|
| 3rd row | New York |
|---|
| 4th row | New York |
|---|
| 5th row | Portland |
|---|
| Value | Count | Frequency (%) | | portland | 6 | 9.4% | | milwaukee | 6 | 9.4% | | chicago | 6 | 9.4% | | new | 5 | 7.8% | | york | 5 | 7.8% | | memphis | 4 | 6.2% | | las | 4 | 6.2% | | vegas | 4 | 6.2% | | denver | 4 | 6.2% | | miami | 4 | 6.2% | | Other values (7) | 16 | 25.0% |
| Value | Count | Frequency (%) | | e | 44 | 11.7% | | a | 39 | 10.3% | | i | 28 | 7.4% | | o | 22 | 5.8% | | s | 20 | 5.3% | | l | 19 | 5.0% | | 16 | 4.2% | | r | 15 | 4.0% | | t | 14 | 3.7% | | M | 14 | 3.7% | | Other values (22) | 146 | 38.7% |
| Value | Count | Frequency (%) | | (unknown) | 377 | 100.0% |
| Value | Count | Frequency (%) | | e | 44 | 11.7% | | a | 39 | 10.3% | | i | 28 | 7.4% | | o | 22 | 5.8% | | s | 20 | 5.3% | | l | 19 | 5.0% | | 16 | 4.2% | | r | 15 | 4.0% | | t | 14 | 3.7% | | M | 14 | 3.7% | | Other values (22) | 146 | 38.7% |
| Value | Count | Frequency (%) | | (unknown) | 377 | 100.0% |
| Value | Count | Frequency (%) | | e | 44 | 11.7% | | a | 39 | 10.3% | | i | 28 | 7.4% | | o | 22 | 5.8% | | s | 20 | 5.3% | | l | 19 | 5.0% | | 16 | 4.2% | | r | 15 | 4.0% | | t | 14 | 3.7% | | M | 14 | 3.7% | | Other values (22) | 146 | 38.7% |
| Value | Count | Frequency (%) | | (unknown) | 377 | 100.0% |
| Value | Count | Frequency (%) | | e | 44 | 11.7% | | a | 39 | 10.3% | | i | 28 | 7.4% | | o | 22 | 5.8% | | s | 20 | 5.3% | | l | 19 | 5.0% | | 16 | 4.2% | | r | 15 | 4.0% | | t | 14 | 3.7% | | M | 14 | 3.7% | | Other values (22) | 146 | 38.7% |
| Distinct | 12 |
|---|
| Distinct (%) | 25.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 2.9 KiB |
|---|
| Max length | 2 |
|---|
| Median length | 2 |
|---|
| Mean length | 2 |
|---|
| Min length | 2 |
|---|
| Total characters | 96 |
|---|
| Distinct characters | 14 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | 1st row | NV |
|---|
| 2nd row | NV |
|---|
| 3rd row | NY |
|---|
| 4th row | NY |
|---|
| 5th row | OR |
|---|
| Value | Count | Frequency (%) | | or | 6 | 12.5% | | wi | 6 | 12.5% | | il | 6 | 12.5% | | ny | 5 | 10.4% | | tn | 4 | 8.3% | | nv | 4 | 8.3% | | co | 4 | 8.3% | | fl | 4 | 8.3% | | ca | 3 | 6.2% | | wa | 2 | 4.2% | | Other values (2) | 4 | 8.3% |
| Value | Count | Frequency (%) | | I | 14 | 14.6% | | N | 13 | 13.5% | | L | 10 | 10.4% | | O | 10 | 10.4% | | W | 8 | 8.3% | | C | 7 | 7.3% | | R | 6 | 6.2% | | T | 6 | 6.2% | | Y | 5 | 5.2% | | A | 5 | 5.2% | | Other values (4) | 12 | 12.5% |
| Value | Count | Frequency (%) | | (unknown) | 96 | 100.0% |
| Value | Count | Frequency (%) | | I | 14 | 14.6% | | N | 13 | 13.5% | | L | 10 | 10.4% | | O | 10 | 10.4% | | W | 8 | 8.3% | | C | 7 | 7.3% | | R | 6 | 6.2% | | T | 6 | 6.2% | | Y | 5 | 5.2% | | A | 5 | 5.2% | | Other values (4) | 12 | 12.5% |
| Value | Count | Frequency (%) | | (unknown) | 96 | 100.0% |
| Value | Count | Frequency (%) | | I | 14 | 14.6% | | N | 13 | 13.5% | | L | 10 | 10.4% | | O | 10 | 10.4% | | W | 8 | 8.3% | | C | 7 | 7.3% | | R | 6 | 6.2% | | T | 6 | 6.2% | | Y | 5 | 5.2% | | A | 5 | 5.2% | | Other values (4) | 12 | 12.5% |
| Value | Count | Frequency (%) | | (unknown) | 96 | 100.0% |
| Value | Count | Frequency (%) | | I | 14 | 14.6% | | N | 13 | 13.5% | | L | 10 | 10.4% | | O | 10 | 10.4% | | W | 8 | 8.3% | | C | 7 | 7.3% | | R | 6 | 6.2% | | T | 6 | 6.2% | | Y | 5 | 5.2% | | A | 5 | 5.2% | | Other values (4) | 12 | 12.5% |
| Distinct | 1 |
|---|
| Distinct (%) | 2.1% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 3.0 KiB |
|---|
| Max length | 5 |
|---|
| Median length | 5 |
|---|
| Mean length | 5 |
|---|
| Min length | 5 |
|---|
| Total characters | 240 |
|---|
| Distinct characters | 1 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | 1st row | 99999 |
|---|
| 2nd row | 99999 |
|---|
| 3rd row | 99999 |
|---|
| 4th row | 99999 |
|---|
| 5th row | 99999 |
|---|
| Value | Count | Frequency (%) | | 99999 | 48 | 100.0% |
| Value | Count | Frequency (%) | | 9 | 240 | 100.0% |
| Value | Count | Frequency (%) | | (unknown) | 240 | 100.0% |
| Value | Count | Frequency (%) | | 9 | 240 | 100.0% |
| Value | Count | Frequency (%) | | (unknown) | 240 | 100.0% |
| Value | Count | Frequency (%) | | 9 | 240 | 100.0% |
| Value | Count | Frequency (%) | | (unknown) | 240 | 100.0% |
| Value | Count | Frequency (%) | | 9 | 240 | 100.0% |
| Distinct | 1 |
|---|
| Distinct (%) | 2.1% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 2.9 KiB |
|---|
| Max length | 3 |
|---|
| Median length | 3 |
|---|
| Mean length | 3 |
|---|
| Min length | 3 |
|---|
| Total characters | 144 |
|---|
| Distinct characters | 3 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | 1st row | USA |
|---|
| 2nd row | USA |
|---|
| 3rd row | USA |
|---|
| 4th row | USA |
|---|
| 5th row | USA |
|---|
| Value | Count | Frequency (%) | | usa | 48 | 100.0% |
| Value | Count | Frequency (%) | | U | 48 | 33.3% | | S | 48 | 33.3% | | A | 48 | 33.3% |
| Value | Count | Frequency (%) | | (unknown) | 144 | 100.0% |
| Value | Count | Frequency (%) | | U | 48 | 33.3% | | S | 48 | 33.3% | | A | 48 | 33.3% |
| Value | Count | Frequency (%) | | (unknown) | 144 | 100.0% |
| Value | Count | Frequency (%) | | U | 48 | 33.3% | | S | 48 | 33.3% | | A | 48 | 33.3% |
| Value | Count | Frequency (%) | | (unknown) | 144 | 100.0% |
| Value | Count | Frequency (%) | | U | 48 | 33.3% | | S | 48 | 33.3% | | A | 48 | 33.3% |
| Distinct | 13 |
|---|
| Distinct (%) | 27.1% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 44.54166667 |
|---|
| Minimum | 0 |
|---|
| Maximum | 300 |
|---|
| Zeros | 12 |
|---|
| Zeros (%) | 25.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 512.0 B |
|---|
| Minimum | 0 |
|---|
| 5-th percentile | 0 |
|---|
| Q1 | 3 |
|---|
| median | 7 |
|---|
| Q3 | 50 |
|---|
| 95-th percentile | 200 |
|---|
| Maximum | 300 |
|---|
| Range | 300 |
|---|
| Interquartile range (IQR) | 47 |
|---|
| Standard deviation | 78.04089444 |
|---|
| Coefficient of variation (CV) | 1.752087434 |
|---|
| Kurtosis | 3.942468244 |
|---|
| Mean | 44.54166667 |
|---|
| Median Absolute Deviation (MAD) | 7 |
|---|
| Skewness | 2.175695331 |
|---|
| Sum | 2138 |
|---|
| Variance | 6090.381206 |
|---|
| Monotonicity | Not monotonic |
|---|
Histogram with fixed size bins (bins=13) | Value | Count | Frequency (%) | | 0 | 12 | 25.0% | | 5 | 8 | 16.7% | | 200 | 4 | 8.3% | | 7 | 4 | 8.3% | | 50 | 4 | 8.3% | | 40 | 2 | 4.2% | | 4 | 2 | 4.2% | | 12 | 2 | 4.2% | | 10 | 2 | 4.2% | | 300 | 2 | 4.2% | | Other values (3) | 6 | 12.5% |
| Value | Count | Frequency (%) | | 0 | 12 | 25.0% | | 4 | 2 | 4.2% | | 5 | 8 | 16.7% | | 7 | 4 | 8.3% | | 9 | 2 | 4.2% |
| Value | Count | Frequency (%) | | 300 | 2 | 4.2% | | 200 | 4 | 8.3% | | 100 | 2 | 4.2% | | 60 | 2 | 4.2% | | 50 | 4 | 8.3% |
| Distinct | 1 |
|---|
| Distinct (%) | 2.1% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 0 |
|---|
| Minimum | 0 |
|---|
| Maximum | 0 |
|---|
| Zeros | 48 |
|---|
| Zeros (%) | 100.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 512.0 B |
|---|
| Minimum | 0 |
|---|
| 5-th percentile | 0 |
|---|
| Q1 | 0 |
|---|
| median | 0 |
|---|
| Q3 | 0 |
|---|
| 95-th percentile | 0 |
|---|
| Maximum | 0 |
|---|
| Range | 0 |
|---|
| Interquartile range (IQR) | 0 |
|---|
| Standard deviation | 0 |
|---|
| Coefficient of variation (CV) | nan |
|---|
| Kurtosis | 0 |
|---|
| Mean | 0 |
|---|
| Median Absolute Deviation (MAD) | 0 |
|---|
| Skewness | 0 |
|---|
| Sum | 0 |
|---|
| Variance | 0 |
|---|
| Monotonicity | Increasing |
|---|
Histogram with fixed size bins (bins=1) | Value | Count | Frequency (%) | | 0 | 48 | 100.0% |
| Value | Count | Frequency (%) | | 0 | 48 | 100.0% |
| Value | Count | Frequency (%) | | 0 | 48 | 100.0% |
| Distinct | 3 |
|---|
| Distinct (%) | 7.9% |
|---|
| Missing | 10 |
|---|
| Missing (%) | 20.8% |
|---|
| Memory size | 2.8 KiB |
|---|
| Max length | 11 |
|---|
| Median length | 5 |
|---|
| Mean length | 7.421052632 |
|---|
| Min length | 4 |
|---|
| Total characters | 282 |
|---|
| Distinct characters | 12 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | 1st row | Credit Card |
|---|
| 2nd row | Check |
|---|
| 3rd row | Credit Card |
|---|
| 4th row | Check |
|---|
| 5th row | Credit Card |
|---|
| Value | Count | Frequency (%) | | check | 18 | 33.3% | | credit | 16 | 29.6% | | card | 16 | 29.6% | | cash | 4 | 7.4% |
| Value | Count | Frequency (%) | | C | 54 | 19.1% | | e | 34 | 12.1% | | d | 32 | 11.3% | | r | 32 | 11.3% | | h | 22 | 7.8% | | a | 20 | 7.1% | | c | 18 | 6.4% | | k | 18 | 6.4% | | i | 16 | 5.7% | | t | 16 | 5.7% | | Other values (2) | 20 | 7.1% |
| Value | Count | Frequency (%) | | (unknown) | 282 | 100.0% |
| Value | Count | Frequency (%) | | C | 54 | 19.1% | | e | 34 | 12.1% | | d | 32 | 11.3% | | r | 32 | 11.3% | | h | 22 | 7.8% | | a | 20 | 7.1% | | c | 18 | 6.4% | | k | 18 | 6.4% | | i | 16 | 5.7% | | t | 16 | 5.7% | | Other values (2) | 20 | 7.1% |
| Value | Count | Frequency (%) | | (unknown) | 282 | 100.0% |
| Value | Count | Frequency (%) | | C | 54 | 19.1% | | e | 34 | 12.1% | | d | 32 | 11.3% | | r | 32 | 11.3% | | h | 22 | 7.8% | | a | 20 | 7.1% | | c | 18 | 6.4% | | k | 18 | 6.4% | | i | 16 | 5.7% | | t | 16 | 5.7% | | Other values (2) | 20 | 7.1% |
| Value | Count | Frequency (%) | | (unknown) | 282 | 100.0% |
| Value | Count | Frequency (%) | | C | 54 | 19.1% | | e | 34 | 12.1% | | d | 32 | 11.3% | | r | 32 | 11.3% | | h | 22 | 7.8% | | a | 20 | 7.1% | | c | 18 | 6.4% | | k | 18 | 6.4% | | i | 16 | 5.7% | | t | 16 | 5.7% | | Other values (2) | 20 | 7.1% |
| Distinct | 26 |
|---|
| Distinct (%) | 68.4% |
|---|
| Missing | 10 |
|---|
| Missing (%) | 20.8% |
|---|
| Memory size | 512.0 B |
|---|
| Minimum | 2006-01-15 00:00:00 |
|---|
| Maximum | 2006-06-23 00:00:00 |
|---|
| Invalid dates | 0 |
|---|
| Invalid dates (%) | 0.0% |
|---|
Histogram with fixed size bins (bins=26) Missing Rejected Unsupported | Missing | 48 |
|---|
| Missing (%) | 100.0% |
|---|
| Memory size | 512.0 B |
|---|
| Distinct | 1 |
|---|
| Distinct (%) | 2.1% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 0 |
|---|
| Minimum | 0 |
|---|
| Maximum | 0 |
|---|
| Zeros | 48 |
|---|
| Zeros (%) | 100.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 512.0 B |
|---|
| Minimum | 0 |
|---|
| 5-th percentile | 0 |
|---|
| Q1 | 0 |
|---|
| median | 0 |
|---|
| Q3 | 0 |
|---|
| 95-th percentile | 0 |
|---|
| Maximum | 0 |
|---|
| Range | 0 |
|---|
| Interquartile range (IQR) | 0 |
|---|
| Standard deviation | 0 |
|---|
| Coefficient of variation (CV) | nan |
|---|
| Kurtosis | 0 |
|---|
| Mean | 0 |
|---|
| Median Absolute Deviation (MAD) | 0 |
|---|
| Skewness | 0 |
|---|
| Sum | 0 |
|---|
| Variance | 0 |
|---|
| Monotonicity | Increasing |
|---|
Histogram with fixed size bins (bins=1) | Value | Count | Frequency (%) | | 0 | 48 | 100.0% |
| Value | Count | Frequency (%) | | 0 | 48 | 100.0% |
| Value | Count | Frequency (%) | | 0 | 48 | 100.0% |
Missing Rejected Unsupported | Missing | 48 |
|---|
| Missing (%) | 100.0% |
|---|
| Memory size | 560.0 B |
|---|
| Distinct | 3 |
|---|
| Distinct (%) | 6.2% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 1.979166667 |
|---|
| Minimum | 0 |
|---|
| Maximum | 3 |
|---|
| Zeros | 16 |
|---|
| Zeros (%) | 33.3% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 560.0 B |
|---|
| Minimum | 0 |
|---|
| 5-th percentile | 0 |
|---|
| Q1 | 0 |
|---|
| median | 3 |
|---|
| Q3 | 3 |
|---|
| 95-th percentile | 3 |
|---|
| Maximum | 3 |
|---|
| Range | 3 |
|---|
| Interquartile range (IQR) | 3 |
|---|
| Standard deviation | 1.421560176 |
|---|
| Coefficient of variation (CV) | 0.7182619835 |
|---|
| Kurtosis | -1.548849887 |
|---|
| Mean | 1.979166667 |
|---|
| Median Absolute Deviation (MAD) | 0 |
|---|
| Skewness | -0.7037744749 |
|---|
| Sum | 95 |
|---|
| Variance | 2.020833333 |
|---|
| Monotonicity | Not monotonic |
|---|
Histogram with fixed size bins (bins=3) | Value | Count | Frequency (%) | | 3 | 31 | 64.6% | | 0 | 16 | 33.3% | | 2 | 1 | 2.1% |
| Value | Count | Frequency (%) | | 0 | 16 | 33.3% | | 2 | 1 | 2.1% | | 3 | 31 | 64.6% |
| Value | Count | Frequency (%) | | 3 | 31 | 64.6% | | 2 | 1 | 2.1% | | 0 | 16 | 33.3% |
| Distinct | 1 |
|---|
| Distinct (%) | 2.1% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 3.1 KiB |
|---|
| Max length | 6 |
|---|
| Median length | 6 |
|---|
| Mean length | 6 |
|---|
| Min length | 6 |
|---|
| Total characters | 288 |
|---|
| Distinct characters | 5 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | 1st row | orders |
|---|
| 2nd row | orders |
|---|
| 3rd row | orders |
|---|
| 4th row | orders |
|---|
| 5th row | orders |
|---|
| Value | Count | Frequency (%) | | orders | 48 | 100.0% |
| Value | Count | Frequency (%) | | r | 96 | 33.3% | | o | 48 | 16.7% | | d | 48 | 16.7% | | e | 48 | 16.7% | | s | 48 | 16.7% |
| Value | Count | Frequency (%) | | (unknown) | 288 | 100.0% |
| Value | Count | Frequency (%) | | r | 96 | 33.3% | | o | 48 | 16.7% | | d | 48 | 16.7% | | e | 48 | 16.7% | | s | 48 | 16.7% |
| Value | Count | Frequency (%) | | (unknown) | 288 | 100.0% |
| Value | Count | Frequency (%) | | r | 96 | 33.3% | | o | 48 | 16.7% | | d | 48 | 16.7% | | e | 48 | 16.7% | | s | 48 | 16.7% |
| Value | Count | Frequency (%) | | (unknown) | 288 | 100.0% |
| Value | Count | Frequency (%) | | r | 96 | 33.3% | | o | 48 | 16.7% | | d | 48 | 16.7% | | e | 48 | 16.7% | | s | 48 | 16.7% |
Table: orders_status
Profile: orders_statusBrought to you by YData
| Number of variables | 3 |
|---|
| Number of observations | 4 |
|---|
| Missing cells | 0 |
|---|
| Missing cells (%) | 0.0% |
|---|
| Total size in memory | 696.0 B |
|---|
| Average record size in memory | 174.0 B |
|---|
__table_name__ has constant value "orders_status" | Constant | id has unique values | Unique | status_name has unique values | Unique | id has 1 (25.0%) zeros | Zeros |
| Analysis started | 2025-10-30 16:47:30.663506 |
|---|
| Analysis finished | 2025-10-30 16:47:30.705684 |
|---|
| Duration | 0.04 seconds |
|---|
| Software version | ydata-profiling vv4.17.0 |
|---|
| Download configuration | config.json |
|---|
| Distinct | 4 |
|---|
| Distinct (%) | 100.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 1.5 |
|---|
| Minimum | 0 |
|---|
| Maximum | 3 |
|---|
| Zeros | 1 |
|---|
| Zeros (%) | 25.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 164.0 B |
|---|
| Minimum | 0 |
|---|
| 5-th percentile | 0.15 |
|---|
| Q1 | 0.75 |
|---|
| median | 1.5 |
|---|
| Q3 | 2.25 |
|---|
| 95-th percentile | 2.85 |
|---|
| Maximum | 3 |
|---|
| Range | 3 |
|---|
| Interquartile range (IQR) | 1.5 |
|---|
| Standard deviation | 1.290994449 |
|---|
| Coefficient of variation (CV) | 0.8606629658 |
|---|
| Kurtosis | -1.2 |
|---|
| Mean | 1.5 |
|---|
| Median Absolute Deviation (MAD) | 1 |
|---|
| Skewness | 0 |
|---|
| Sum | 6 |
|---|
| Variance | 1.666666667 |
|---|
| Monotonicity | Strictly increasing |
|---|
Histogram with fixed size bins (bins=4) | Value | Count | Frequency (%) | | 0 | 1 | 25.0% | | 1 | 1 | 25.0% | | 2 | 1 | 25.0% | | 3 | 1 | 25.0% |
| Value | Count | Frequency (%) | | 0 | 1 | 25.0% | | 1 | 1 | 25.0% | | 2 | 1 | 25.0% | | 3 | 1 | 25.0% |
| Value | Count | Frequency (%) | | 3 | 1 | 25.0% | | 2 | 1 | 25.0% | | 1 | 1 | 25.0% | | 0 | 1 | 25.0% |
| Distinct | 4 |
|---|
| Distinct (%) | 100.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 380.0 B |
|---|
| Max length | 8 |
|---|
| Median length | 6.5 |
|---|
| Mean length | 6 |
|---|
| Min length | 3 |
|---|
| Total characters | 24 |
|---|
| Distinct characters | 16 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | Unique | 4 ? |
|---|
| Unique (%) | 100.0% |
|---|
| 1st row | New |
|---|
| 2nd row | Invoiced |
|---|
| 3rd row | Shipped |
|---|
| 4th row | Closed |
|---|
| Value | Count | Frequency (%) | | new | 1 | 25.0% | | invoiced | 1 | 25.0% | | shipped | 1 | 25.0% | | closed | 1 | 25.0% |
| Value | Count | Frequency (%) | | e | 4 | 16.7% | | d | 3 | 12.5% | | o | 2 | 8.3% | | i | 2 | 8.3% | | p | 2 | 8.3% | | w | 1 | 4.2% | | I | 1 | 4.2% | | N | 1 | 4.2% | | n | 1 | 4.2% | | v | 1 | 4.2% | | Other values (6) | 6 | 25.0% |
| Value | Count | Frequency (%) | | (unknown) | 24 | 100.0% |
| Value | Count | Frequency (%) | | e | 4 | 16.7% | | d | 3 | 12.5% | | o | 2 | 8.3% | | i | 2 | 8.3% | | p | 2 | 8.3% | | w | 1 | 4.2% | | I | 1 | 4.2% | | N | 1 | 4.2% | | n | 1 | 4.2% | | v | 1 | 4.2% | | Other values (6) | 6 | 25.0% |
| Value | Count | Frequency (%) | | (unknown) | 24 | 100.0% |
| Value | Count | Frequency (%) | | e | 4 | 16.7% | | d | 3 | 12.5% | | o | 2 | 8.3% | | i | 2 | 8.3% | | p | 2 | 8.3% | | w | 1 | 4.2% | | I | 1 | 4.2% | | N | 1 | 4.2% | | n | 1 | 4.2% | | v | 1 | 4.2% | | Other values (6) | 6 | 25.0% |
| Value | Count | Frequency (%) | | (unknown) | 24 | 100.0% |
| Value | Count | Frequency (%) | | e | 4 | 16.7% | | d | 3 | 12.5% | | o | 2 | 8.3% | | i | 2 | 8.3% | | p | 2 | 8.3% | | w | 1 | 4.2% | | I | 1 | 4.2% | | N | 1 | 4.2% | | n | 1 | 4.2% | | v | 1 | 4.2% | | Other values (6) | 6 | 25.0% |
| Distinct | 1 |
|---|
| Distinct (%) | 25.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 408.0 B |
|---|
| Max length | 13 |
|---|
| Median length | 13 |
|---|
| Mean length | 13 |
|---|
| Min length | 13 |
|---|
| Total characters | 52 |
|---|
| Distinct characters | 9 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | 1st row | orders_status |
|---|
| 2nd row | orders_status |
|---|
| 3rd row | orders_status |
|---|
| 4th row | orders_status |
|---|
| Value | Count | Frequency (%) | | orders_status | 4 | 100.0% |
| Value | Count | Frequency (%) | | s | 12 | 23.1% | | t | 8 | 15.4% | | r | 8 | 15.4% | | o | 4 | 7.7% | | d | 4 | 7.7% | | e | 4 | 7.7% | | _ | 4 | 7.7% | | a | 4 | 7.7% | | u | 4 | 7.7% |
| Value | Count | Frequency (%) | | (unknown) | 52 | 100.0% |
| Value | Count | Frequency (%) | | s | 12 | 23.1% | | t | 8 | 15.4% | | r | 8 | 15.4% | | o | 4 | 7.7% | | d | 4 | 7.7% | | e | 4 | 7.7% | | _ | 4 | 7.7% | | a | 4 | 7.7% | | u | 4 | 7.7% |
| Value | Count | Frequency (%) | | (unknown) | 52 | 100.0% |
| Value | Count | Frequency (%) | | s | 12 | 23.1% | | t | 8 | 15.4% | | r | 8 | 15.4% | | o | 4 | 7.7% | | d | 4 | 7.7% | | e | 4 | 7.7% | | _ | 4 | 7.7% | | a | 4 | 7.7% | | u | 4 | 7.7% |
| Value | Count | Frequency (%) | | (unknown) | 52 | 100.0% |
| Value | Count | Frequency (%) | | s | 12 | 23.1% | | t | 8 | 15.4% | | r | 8 | 15.4% | | o | 4 | 7.7% | | d | 4 | 7.7% | | e | 4 | 7.7% | | _ | 4 | 7.7% | | a | 4 | 7.7% | | u | 4 | 7.7% |
Table: orders_tax_status
Profile: orders_tax_statusBrought to you by YData
| Number of variables | 3 |
|---|
| Number of observations | 2 |
|---|
| Missing cells | 0 |
|---|
| Missing cells (%) | 0.0% |
|---|
| Total size in memory | 425.0 B |
|---|
| Average record size in memory | 212.5 B |
|---|
| Analysis started | 2025-10-30 16:47:32.212133 |
|---|
| Analysis finished | 2025-10-30 16:47:32.263927 |
|---|
| Duration | 0.05 seconds |
|---|
| Software version | ydata-profiling vv4.17.0 |
|---|
| Download configuration | config.json |
|---|
| Distinct | 2 |
|---|
| Distinct (%) | 100.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 0.5 |
|---|
| Minimum | 0 |
|---|
| Maximum | 1 |
|---|
| Zeros | 1 |
|---|
| Zeros (%) | 50.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 146.0 B |
|---|
| Minimum | 0 |
|---|
| 5-th percentile | 0.05 |
|---|
| Q1 | 0.25 |
|---|
| median | 0.5 |
|---|
| Q3 | 0.75 |
|---|
| 95-th percentile | 0.95 |
|---|
| Maximum | 1 |
|---|
| Range | 1 |
|---|
| Interquartile range (IQR) | 0.5 |
|---|
| Standard deviation | 0.7071067812 |
|---|
| Coefficient of variation (CV) | 1.414213562 |
|---|
| Kurtosis | | Mean | 0.5 | | Median Absolute Deviation (MAD) | 0.5 | | Skewness | | Sum | 1 | | Variance | 0.5 | | Monotonicity | Strictly increasing | Histogram with fixed size bins (bins=2) | Value | Count | Frequency (%) | | 0 | 1 | 50.0% | | 1 | 1 | 50.0% |
| Value | Count | Frequency (%) | | 0 | 1 | 50.0% | | 1 | 1 | 50.0% |
| Value | Count | Frequency (%) | | 1 | 1 | 50.0% | | 0 | 1 | 50.0% |
| Distinct | 2 |
|---|
| Distinct (%) | 100.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 259.0 B |
|---|
| Max length | 10 |
|---|
| Median length | 8.5 |
|---|
| Mean length | 8.5 |
|---|
| Min length | 7 |
|---|
| Total characters | 17 |
|---|
| Distinct characters | 11 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | Unique | 2 ? |
|---|
| Unique (%) | 100.0% |
|---|
| 1st row | Tax Exempt |
|---|
| 2nd row | Taxable |
|---|
| Value | Count | Frequency (%) | | tax | 1 | 33.3% | | exempt | 1 | 33.3% | | taxable | 1 | 33.3% |
| Value | Count | Frequency (%) | | a | 3 | 17.6% | | x | 3 | 17.6% | | T | 2 | 11.8% | | e | 2 | 11.8% | | 1 | 5.9% | | E | 1 | 5.9% | | m | 1 | 5.9% | | p | 1 | 5.9% | | t | 1 | 5.9% | | b | 1 | 5.9% |
| Value | Count | Frequency (%) | | (unknown) | 17 | 100.0% |
| Value | Count | Frequency (%) | | a | 3 | 17.6% | | x | 3 | 17.6% | | T | 2 | 11.8% | | e | 2 | 11.8% | | 1 | 5.9% | | E | 1 | 5.9% | | m | 1 | 5.9% | | p | 1 | 5.9% | | t | 1 | 5.9% | | b | 1 | 5.9% |
| Value | Count | Frequency (%) | | (unknown) | 17 | 100.0% |
| Value | Count | Frequency (%) | | a | 3 | 17.6% | | x | 3 | 17.6% | | T | 2 | 11.8% | | e | 2 | 11.8% | | 1 | 5.9% | | E | 1 | 5.9% | | m | 1 | 5.9% | | p | 1 | 5.9% | | t | 1 | 5.9% | | b | 1 | 5.9% |
| Value | Count | Frequency (%) | | (unknown) | 17 | 100.0% |
| Value | Count | Frequency (%) | | a | 3 | 17.6% | | x | 3 | 17.6% | | T | 2 | 11.8% | | e | 2 | 11.8% | | 1 | 5.9% | | E | 1 | 5.9% | | m | 1 | 5.9% | | p | 1 | 5.9% | | t | 1 | 5.9% | | b | 1 | 5.9% |
| Distinct | 1 |
|---|
| Distinct (%) | 50.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 276.0 B |
|---|
| Max length | 17 |
|---|
| Median length | 17 |
|---|
| Mean length | 17 |
|---|
| Min length | 17 |
|---|
| Total characters | 34 |
|---|
| Distinct characters | 10 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | 1st row | orders_tax_status |
|---|
| 2nd row | orders_tax_status |
|---|
| Value | Count | Frequency (%) | | orders_tax_status | 2 | 100.0% |
| Value | Count | Frequency (%) | | t | 6 | 17.6% | | s | 6 | 17.6% | | a | 4 | 11.8% | | r | 4 | 11.8% | | _ | 4 | 11.8% | | o | 2 | 5.9% | | d | 2 | 5.9% | | e | 2 | 5.9% | | x | 2 | 5.9% | | u | 2 | 5.9% |
| Value | Count | Frequency (%) | | (unknown) | 34 | 100.0% |
| Value | Count | Frequency (%) | | t | 6 | 17.6% | | s | 6 | 17.6% | | a | 4 | 11.8% | | r | 4 | 11.8% | | _ | 4 | 11.8% | | o | 2 | 5.9% | | d | 2 | 5.9% | | e | 2 | 5.9% | | x | 2 | 5.9% | | u | 2 | 5.9% |
| Value | Count | Frequency (%) | | (unknown) | 34 | 100.0% |
| Value | Count | Frequency (%) | | t | 6 | 17.6% | | s | 6 | 17.6% | | a | 4 | 11.8% | | r | 4 | 11.8% | | _ | 4 | 11.8% | | o | 2 | 5.9% | | d | 2 | 5.9% | | e | 2 | 5.9% | | x | 2 | 5.9% | | u | 2 | 5.9% |
| Value | Count | Frequency (%) | | (unknown) | 34 | 100.0% |
| Value | Count | Frequency (%) | | t | 6 | 17.6% | | s | 6 | 17.6% | | a | 4 | 11.8% | | r | 4 | 11.8% | | _ | 4 | 11.8% | | o | 2 | 5.9% | | d | 2 | 5.9% | | e | 2 | 5.9% | | x | 2 | 5.9% | | u | 2 | 5.9% |
Table: privileges
Profile: privilegesBrought to you by YData
| Number of variables | 3 |
|---|
| Number of observations | 1 |
|---|
| Missing cells | 0 |
|---|
| Missing cells (%) | 0.0% |
|---|
| Total size in memory | 279.0 B |
|---|
| Average record size in memory | 279.0 B |
|---|
| Analysis started | 2025-10-30 16:47:34.003156 |
|---|
| Analysis finished | 2025-10-30 16:47:34.052137 |
|---|
| Duration | 0.05 seconds |
|---|
| Software version | ydata-profiling vv4.17.0 |
|---|
| Download configuration | config.json |
|---|
| Distinct | 1 |
|---|
| Distinct (%) | 100.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 2 |
|---|
| Minimum | 2 |
|---|
| Maximum | 2 |
|---|
| Zeros | 0 |
|---|
| Zeros (%) | 0.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 137.0 B |
|---|
| Minimum | 2 |
|---|
| 5-th percentile | 2 |
|---|
| Q1 | 2 |
|---|
| median | 2 |
|---|
| Q3 | 2 |
|---|
| 95-th percentile | 2 |
|---|
| Maximum | 2 |
|---|
| Range | 0 |
|---|
| Interquartile range (IQR) | 0 |
|---|
| Standard deviation | | Coefficient of variation (CV) | | Kurtosis | | Mean | 2 | | Median Absolute Deviation (MAD) | 0 | | Skewness | | Sum | 2 | | Variance | | Monotonicity | Strictly increasing | Histogram with fixed size bins (bins=1) | Value | Count | Frequency (%) | | 2 | 1 | 100.0% |
| Value | Count | Frequency (%) | | 2 | 1 | 100.0% |
| Value | Count | Frequency (%) | | 2 | 1 | 100.0% |
| Distinct | 1 |
|---|
| Distinct (%) | 100.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 203.0 B |
|---|
| Max length | 18 |
|---|
| Median length | 18 |
|---|
| Mean length | 18 |
|---|
| Min length | 18 |
|---|
| Total characters | 18 |
|---|
| Distinct characters | 14 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | Unique | 1 ? |
|---|
| Unique (%) | 100.0% |
|---|
| 1st row | Purchase Approvals |
|---|
| Value | Count | Frequency (%) | | purchase | 1 | 50.0% | | approvals | 1 | 50.0% |
| Value | Count | Frequency (%) | | a | 2 | 11.1% | | r | 2 | 11.1% | | p | 2 | 11.1% | | s | 2 | 11.1% | | u | 1 | 5.6% | | P | 1 | 5.6% | | h | 1 | 5.6% | | c | 1 | 5.6% | | 1 | 5.6% | | e | 1 | 5.6% | | Other values (4) | 4 | 22.2% |
| Value | Count | Frequency (%) | | (unknown) | 18 | 100.0% |
| Value | Count | Frequency (%) | | a | 2 | 11.1% | | r | 2 | 11.1% | | p | 2 | 11.1% | | s | 2 | 11.1% | | u | 1 | 5.6% | | P | 1 | 5.6% | | h | 1 | 5.6% | | c | 1 | 5.6% | | 1 | 5.6% | | e | 1 | 5.6% | | Other values (4) | 4 | 22.2% |
| Value | Count | Frequency (%) | | (unknown) | 18 | 100.0% |
| Value | Count | Frequency (%) | | a | 2 | 11.1% | | r | 2 | 11.1% | | p | 2 | 11.1% | | s | 2 | 11.1% | | u | 1 | 5.6% | | P | 1 | 5.6% | | h | 1 | 5.6% | | c | 1 | 5.6% | | 1 | 5.6% | | e | 1 | 5.6% | | Other values (4) | 4 | 22.2% |
| Value | Count | Frequency (%) | | (unknown) | 18 | 100.0% |
| Value | Count | Frequency (%) | | a | 2 | 11.1% | | r | 2 | 11.1% | | p | 2 | 11.1% | | s | 2 | 11.1% | | u | 1 | 5.6% | | P | 1 | 5.6% | | h | 1 | 5.6% | | c | 1 | 5.6% | | 1 | 5.6% | | e | 1 | 5.6% | | Other values (4) | 4 | 22.2% |
| Distinct | 1 |
|---|
| Distinct (%) | 100.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 195.0 B |
|---|
| Max length | 10 |
|---|
| Median length | 10 |
|---|
| Mean length | 10 |
|---|
| Min length | 10 |
|---|
| Total characters | 10 |
|---|
| Distinct characters | 8 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | Unique | 1 ? |
|---|
| Unique (%) | 100.0% |
|---|
| Value | Count | Frequency (%) | | privileges | 1 | 100.0% |
| Value | Count | Frequency (%) | | i | 2 | 20.0% | | e | 2 | 20.0% | | r | 1 | 10.0% | | p | 1 | 10.0% | | v | 1 | 10.0% | | l | 1 | 10.0% | | g | 1 | 10.0% | | s | 1 | 10.0% |
| Value | Count | Frequency (%) | | (unknown) | 10 | 100.0% |
| Value | Count | Frequency (%) | | i | 2 | 20.0% | | e | 2 | 20.0% | | r | 1 | 10.0% | | p | 1 | 10.0% | | v | 1 | 10.0% | | l | 1 | 10.0% | | g | 1 | 10.0% | | s | 1 | 10.0% |
| Value | Count | Frequency (%) | | (unknown) | 10 | 100.0% |
| Value | Count | Frequency (%) | | i | 2 | 20.0% | | e | 2 | 20.0% | | r | 1 | 10.0% | | p | 1 | 10.0% | | v | 1 | 10.0% | | l | 1 | 10.0% | | g | 1 | 10.0% | | s | 1 | 10.0% |
| Value | Count | Frequency (%) | | (unknown) | 10 | 100.0% |
| Value | Count | Frequency (%) | | i | 2 | 20.0% | | e | 2 | 20.0% | | r | 1 | 10.0% | | p | 1 | 10.0% | | v | 1 | 10.0% | | l | 1 | 10.0% | | g | 1 | 10.0% | | s | 1 | 10.0% |
Table: products
Profile: productsBrought to you by YData
| Number of variables | 15 |
|---|
| Number of observations | 45 |
|---|
| Missing cells | 65 |
|---|
| Missing cells (%) | 9.6% |
|---|
| Total size in memory | 24.3 KiB |
|---|
| Average record size in memory | 552.8 B |
|---|
| Text | 7 |
|---|
| Numeric | 7 |
|---|
| Unsupported | 1 |
|---|
| Analysis started | 2025-10-30 16:47:35.634435 |
|---|
| Analysis finished | 2025-10-30 16:47:35.803163 |
|---|
| Duration | 0.17 seconds |
|---|
| Software version | ydata-profiling vv4.17.0 |
|---|
| Download configuration | config.json |
|---|
| Distinct | 12 |
|---|
| Distinct (%) | 26.7% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 2.7 KiB |
|---|
| Max length | 3 |
|---|
| Median length | 1 |
|---|
| Mean length | 1.333333333 |
|---|
| Min length | 1 |
|---|
| Total characters | 60 |
|---|
| Distinct characters | 11 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | 1st row | 6 |
|---|
| 2nd row | 6 |
|---|
| 3rd row | 6 |
|---|
| 4th row | 6 |
|---|
| 5th row | 6 |
|---|
| Value | Count | Frequency (%) | | 6 | 11 | 24.4% | | 1 | 9 | 20.0% | | 10 | 5 | 11.1% | | 7 | 4 | 8.9% | | 2;6 | 4 | 8.9% | | 2 | 3 | 6.7% | | 8 | 3 | 6.7% | | 4 | 2 | 4.4% | | 9 | 1 | 2.2% | | 5 | 1 | 2.2% | | Other values (2) | 2 | 4.4% |
| Value | Count | Frequency (%) | | 6 | 15 | 25.0% | | 1 | 14 | 23.3% | | 2 | 7 | 11.7% | | 0 | 5 | 8.3% | | ; | 5 | 8.3% | | 7 | 4 | 6.7% | | 8 | 3 | 5.0% | | 4 | 3 | 5.0% | | 3 | 2 | 3.3% | | 9 | 1 | 1.7% |
| Value | Count | Frequency (%) | | (unknown) | 60 | 100.0% |
| Value | Count | Frequency (%) | | 6 | 15 | 25.0% | | 1 | 14 | 23.3% | | 2 | 7 | 11.7% | | 0 | 5 | 8.3% | | ; | 5 | 8.3% | | 7 | 4 | 6.7% | | 8 | 3 | 5.0% | | 4 | 3 | 5.0% | | 3 | 2 | 3.3% | | 9 | 1 | 1.7% |
| Value | Count | Frequency (%) | | (unknown) | 60 | 100.0% |
| Value | Count | Frequency (%) | | 6 | 15 | 25.0% | | 1 | 14 | 23.3% | | 2 | 7 | 11.7% | | 0 | 5 | 8.3% | | ; | 5 | 8.3% | | 7 | 4 | 6.7% | | 8 | 3 | 5.0% | | 4 | 3 | 5.0% | | 3 | 2 | 3.3% | | 9 | 1 | 1.7% |
| Value | Count | Frequency (%) | | (unknown) | 60 | 100.0% |
| Value | Count | Frequency (%) | | 6 | 15 | 25.0% | | 1 | 14 | 23.3% | | 2 | 7 | 11.7% | | 0 | 5 | 8.3% | | ; | 5 | 8.3% | | 7 | 4 | 6.7% | | 8 | 3 | 5.0% | | 4 | 3 | 5.0% | | 3 | 2 | 3.3% | | 9 | 1 | 1.7% |
| Distinct | 45 |
|---|
| Distinct (%) | 100.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 57.93333333 |
|---|
| Minimum | 1 |
|---|
| Maximum | 99 |
|---|
| Zeros | 0 |
|---|
| Zeros (%) | 0.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 533.0 B |
|---|
| Minimum | 1 |
|---|
| 5-th percentile | 4.2 |
|---|
| Q1 | 21 |
|---|
| median | 66 |
|---|
| Q3 | 88 |
|---|
| 95-th percentile | 96.8 |
|---|
| Maximum | 99 |
|---|
| Range | 98 |
|---|
| Interquartile range (IQR) | 67 |
|---|
| Standard deviation | 33.75001684 |
|---|
| Coefficient of variation (CV) | 0.5825664586 |
|---|
| Kurtosis | -1.345925958 |
|---|
| Mean | 57.93333333 |
|---|
| Median Absolute Deviation (MAD) | 25 |
|---|
| Skewness | -0.4390602797 |
|---|
| Sum | 2607 |
|---|
| Variance | 1139.063636 |
|---|
| Monotonicity | Not monotonic |
|---|
Histogram with fixed size bins (bins=45) | Value | Count | Frequency (%) | | 88 | 1 | 2.2% | | 89 | 1 | 2.2% | | 93 | 1 | 2.2% | | 94 | 1 | 2.2% | | 92 | 1 | 2.2% | | 91 | 1 | 2.2% | | 90 | 1 | 2.2% | | 82 | 1 | 2.2% | | 87 | 1 | 2.2% | | 96 | 1 | 2.2% | | Other values (35) | 35 | 77.8% |
| Value | Count | Frequency (%) | | 1 | 1 | 2.2% | | 3 | 1 | 2.2% | | 4 | 1 | 2.2% | | 5 | 1 | 2.2% | | 6 | 1 | 2.2% |
| Value | Count | Frequency (%) | | 99 | 1 | 2.2% | | 98 | 1 | 2.2% | | 97 | 1 | 2.2% | | 96 | 1 | 2.2% | | 95 | 1 | 2.2% |
| Distinct | 43 |
|---|
| Distinct (%) | 95.6% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 3.0 KiB |
|---|
| Max length | 9 |
|---|
| Median length | 8 |
|---|
| Mean length | 7.866666667 |
|---|
| Min length | 6 |
|---|
| Total characters | 354 |
|---|
| Distinct characters | 26 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | Unique | 41 ? |
|---|
| Unique (%) | 91.1% |
|---|
| 1st row | NWTCFV-88 |
|---|
| 2nd row | NWTCFV-89 |
|---|
| 3rd row | NWTCFV-93 |
|---|
| 4th row | NWTCFV-94 |
|---|
| 5th row | NWTCFV-92 |
|---|
| Value | Count | Frequency (%) | | nwtc-82 | 2 | 4.4% | | nwtjp-6 | 2 | 4.4% | | nwtcfv-89 | 1 | 2.2% | | nwtcfv-93 | 1 | 2.2% | | nwtcfv-94 | 1 | 2.2% | | nwtcfv-91 | 1 | 2.2% | | nwtcfv-92 | 1 | 2.2% | | nwtcfv-90 | 1 | 2.2% | | nwtb-87 | 1 | 2.2% | | nwtcm-96 | 1 | 2.2% | | Other values (33) | 33 | 73.3% |
| Value | Count | Frequency (%) | | N | 50 | 14.1% | | W | 45 | 12.7% | | T | 45 | 12.7% | | - | 45 | 12.7% | | C | 18 | 5.1% | | 8 | 14 | 4.0% | | F | 13 | 3.7% | | 9 | 12 | 3.4% | | 4 | 9 | 2.5% | | 1 | 9 | 2.5% | | Other values (16) | 94 | 26.6% |
| Value | Count | Frequency (%) | | (unknown) | 354 | 100.0% |
| Value | Count | Frequency (%) | | N | 50 | 14.1% | | W | 45 | 12.7% | | T | 45 | 12.7% | | - | 45 | 12.7% | | C | 18 | 5.1% | | 8 | 14 | 4.0% | | F | 13 | 3.7% | | 9 | 12 | 3.4% | | 4 | 9 | 2.5% | | 1 | 9 | 2.5% | | Other values (16) | 94 | 26.6% |
| Value | Count | Frequency (%) | | (unknown) | 354 | 100.0% |
| Value | Count | Frequency (%) | | N | 50 | 14.1% | | W | 45 | 12.7% | | T | 45 | 12.7% | | - | 45 | 12.7% | | C | 18 | 5.1% | | 8 | 14 | 4.0% | | F | 13 | 3.7% | | 9 | 12 | 3.4% | | 4 | 9 | 2.5% | | 1 | 9 | 2.5% | | Other values (16) | 94 | 26.6% |
| Value | Count | Frequency (%) | | (unknown) | 354 | 100.0% |
| Value | Count | Frequency (%) | | N | 50 | 14.1% | | W | 45 | 12.7% | | T | 45 | 12.7% | | - | 45 | 12.7% | | C | 18 | 5.1% | | 8 | 14 | 4.0% | | F | 13 | 3.7% | | 9 | 12 | 3.4% | | 4 | 9 | 2.5% | | 1 | 9 | 2.5% | | Other values (16) | 94 | 26.6% |
| Distinct | 45 |
|---|
| Distinct (%) | 100.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 3.9 KiB |
|---|
| Max length | 40 |
|---|
| Median length | 33 |
|---|
| Mean length | 27.8 |
|---|
| Min length | 21 |
|---|
| Total characters | 1251 |
|---|
| Distinct characters | 43 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | Unique | 45 ? |
|---|
| Unique (%) | 100.0% |
|---|
| 1st row | Northwind Traders Pears |
|---|
| 2nd row | Northwind Traders Peaches |
|---|
| 3rd row | Northwind Traders Corn |
|---|
| 4th row | Northwind Traders Peas |
|---|
| 5th row | Northwind Traders Green Beans |
|---|
| Value | Count | Frequency (%) | | northwind | 45 | 27.4% | | traders | 45 | 27.4% | | mix | 3 | 1.8% | | dried | 3 | 1.8% | | sauce | 3 | 1.8% | | chocolate | 2 | 1.2% | | tea | 2 | 1.2% | | pears | 2 | 1.2% | | hot | 2 | 1.2% | | green | 2 | 1.2% | | Other values (54) | 55 | 33.5% |
| Value | Count | Frequency (%) | | r | 163 | 13.0% | | 119 | 9.5% | | d | 99 | 7.9% | | e | 96 | 7.7% | | a | 84 | 6.7% | | o | 73 | 5.8% | | i | 72 | 5.8% | | n | 66 | 5.3% | | s | 62 | 5.0% | | t | 59 | 4.7% | | Other values (33) | 358 | 28.6% |
| Value | Count | Frequency (%) | | (unknown) | 1251 | 100.0% |
| Value | Count | Frequency (%) | | r | 163 | 13.0% | | 119 | 9.5% | | d | 99 | 7.9% | | e | 96 | 7.7% | | a | 84 | 6.7% | | o | 73 | 5.8% | | i | 72 | 5.8% | | n | 66 | 5.3% | | s | 62 | 5.0% | | t | 59 | 4.7% | | Other values (33) | 358 | 28.6% |
| Value | Count | Frequency (%) | | (unknown) | 1251 | 100.0% |
| Value | Count | Frequency (%) | | r | 163 | 13.0% | | 119 | 9.5% | | d | 99 | 7.9% | | e | 96 | 7.7% | | a | 84 | 6.7% | | o | 73 | 5.8% | | i | 72 | 5.8% | | n | 66 | 5.3% | | s | 62 | 5.0% | | t | 59 | 4.7% | | Other values (33) | 358 | 28.6% |
| Value | Count | Frequency (%) | | (unknown) | 1251 | 100.0% |
| Value | Count | Frequency (%) | | r | 163 | 13.0% | | 119 | 9.5% | | d | 99 | 7.9% | | e | 96 | 7.7% | | a | 84 | 6.7% | | o | 73 | 5.8% | | i | 72 | 5.8% | | n | 66 | 5.3% | | s | 62 | 5.0% | | t | 59 | 4.7% | | Other values (33) | 358 | 28.6% |
Missing Rejected Unsupported | Missing | 45 |
|---|
| Missing (%) | 100.0% |
|---|
| Memory size | 488.0 B |
|---|
| Distinct | 29 |
|---|
| Distinct (%) | 64.4% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 11.6825 |
|---|
| Minimum | 0.5 |
|---|
| Maximum | 60.75 |
|---|
| Zeros | 0 |
|---|
| Zeros (%) | 0.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 488.0 B |
|---|
| Minimum | 0.5 |
|---|
| 5-th percentile | 1 |
|---|
| Q1 | 2 |
|---|
| median | 7.5 |
|---|
| Q3 | 16.0125 |
|---|
| 95-th percentile | 33.6 |
|---|
| Maximum | 60.75 |
|---|
| Range | 60.25 |
|---|
| Interquartile range (IQR) | 14.0125 |
|---|
| Standard deviation | 12.68946089 |
|---|
| Coefficient of variation (CV) | 1.086193956 |
|---|
| Kurtosis | 4.054435737 |
|---|
| Mean | 11.6825 |
|---|
| Median Absolute Deviation (MAD) | 6.5 |
|---|
| Skewness | 1.794124107 |
|---|
| Sum | 525.7125 |
|---|
| Variance | 161.0224176 |
|---|
| Monotonicity | Not monotonic |
|---|
Histogram with fixed size bins (bins=29) | Value | Count | Frequency (%) | | 1 | 9 | 20.0% | | 2 | 4 | 8.9% | | 7.5 | 3 | 6.7% | | 3 | 2 | 4.4% | | 0.5 | 2 | 4.4% | | 10.5 | 2 | 4.4% | | 6.9 | 1 | 2.2% | | 9 | 1 | 2.2% | | 16.0125 | 1 | 2.2% | | 29.25 | 1 | 2.2% | | Other values (19) | 19 | 42.2% |
| Value | Count | Frequency (%) | | 0.5 | 2 | 4.4% | | 1 | 9 | 20.0% | | 2 | 4 | 8.9% | | 3 | 2 | 4.4% | | 5.25 | 1 | 2.2% |
| Value | Count | Frequency (%) | | 60.75 | 1 | 2.2% | | 39.75 | 1 | 2.2% | | 34.5 | 1 | 2.2% | | 30 | 1 | 2.2% | | 29.25 | 1 | 2.2% |
| Distinct | 37 |
|---|
| Distinct (%) | 82.2% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 15.84577778 |
|---|
| Minimum | 1.2 |
|---|
| Maximum | 81 |
|---|
| Zeros | 0 |
|---|
| Zeros (%) | 0.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 488.0 B |
|---|
| Minimum | 1.2 |
|---|
| 5-th percentile | 1.34 |
|---|
| Q1 | 2.99 |
|---|
| median | 10 |
|---|
| Q3 | 21.35 |
|---|
| 95-th percentile | 44.8 |
|---|
| Maximum | 81 |
|---|
| Range | 79.8 |
|---|
| Interquartile range (IQR) | 18.36 |
|---|
| Standard deviation | 16.74302236 |
|---|
| Coefficient of variation (CV) | 1.056623575 |
|---|
| Kurtosis | 4.20573241 |
|---|
| Mean | 15.84577778 |
|---|
| Median Absolute Deviation (MAD) | 8.11 |
|---|
| Skewness | 1.8263175 |
|---|
| Sum | 713.06 |
|---|
| Variance | 280.3287977 |
|---|
| Monotonicity | Not monotonic |
|---|
Histogram with fixed size bins (bins=37) | Value | Count | Frequency (%) | | 4 | 3 | 6.7% | | 10 | 3 | 6.7% | | 1.2 | 2 | 4.4% | | 2 | 2 | 4.4% | | 1.5 | 2 | 4.4% | | 1.8 | 2 | 4.4% | | 1.3 | 1 | 2.2% | | 1.89 | 1 | 2.2% | | 5 | 1 | 2.2% | | 1.95 | 1 | 2.2% | | Other values (27) | 27 | 60.0% |
| Value | Count | Frequency (%) | | 1.2 | 2 | 4.4% | | 1.3 | 1 | 2.2% | | 1.5 | 2 | 4.4% | | 1.8 | 2 | 4.4% | | 1.89 | 1 | 2.2% |
| Value | Count | Frequency (%) | | 81 | 1 | 2.2% | | 53 | 1 | 2.2% | | 46 | 1 | 2.2% | | 40 | 1 | 2.2% | | 39 | 1 | 2.2% |
| Distinct | 8 |
|---|
| Distinct (%) | 17.8% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 22.44444444 |
|---|
| Minimum | 5 |
|---|
| Maximum | 100 |
|---|
| Zeros | 0 |
|---|
| Zeros (%) | 0.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 533.0 B |
|---|
| Minimum | 5 |
|---|
| 5-th percentile | 6 |
|---|
| Q1 | 10 |
|---|
| median | 10 |
|---|
| Q3 | 25 |
|---|
| 95-th percentile | 90 |
|---|
| Maximum | 100 |
|---|
| Range | 95 |
|---|
| Interquartile range (IQR) | 15 |
|---|
| Standard deviation | 23.44292446 |
|---|
| Coefficient of variation (CV) | 1.044486733 |
|---|
| Kurtosis | 6.313945684 |
|---|
| Mean | 22.44444444 |
|---|
| Median Absolute Deviation (MAD) | 5 |
|---|
| Skewness | 2.559187705 |
|---|
| Sum | 1010 |
|---|
| Variance | 549.5707071 |
|---|
| Monotonicity | Not monotonic |
|---|
Histogram with fixed size bins (bins=8) | Value | Count | Frequency (%) | | 10 | 21 | 46.7% | | 30 | 5 | 11.1% | | 25 | 5 | 11.1% | | 20 | 4 | 8.9% | | 5 | 3 | 6.7% | | 100 | 3 | 6.7% | | 50 | 2 | 4.4% | | 15 | 2 | 4.4% |
| Value | Count | Frequency (%) | | 5 | 3 | 6.7% | | 10 | 21 | 46.7% | | 15 | 2 | 4.4% | | 20 | 4 | 8.9% | | 25 | 5 | 11.1% |
| Value | Count | Frequency (%) | | 100 | 3 | 6.7% | | 50 | 2 | 4.4% | | 30 | 5 | 11.1% | | 25 | 5 | 11.1% | | 20 | 4 | 8.9% |
| Distinct | 10 |
|---|
| Distinct (%) | 22.2% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 69.55555556 |
|---|
| Minimum | 20 |
|---|
| Maximum | 200 |
|---|
| Zeros | 0 |
|---|
| Zeros (%) | 0.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 533.0 B |
|---|
| Minimum | 20 |
|---|
| 5-th percentile | 20 |
|---|
| Q1 | 40 |
|---|
| median | 40 |
|---|
| Q3 | 100 |
|---|
| 95-th percentile | 200 |
|---|
| Maximum | 200 |
|---|
| Range | 180 |
|---|
| Interquartile range (IQR) | 60 |
|---|
| Standard deviation | 50.50677522 |
|---|
| Coefficient of variation (CV) | 0.726135746 |
|---|
| Kurtosis | 1.711244811 |
|---|
| Mean | 69.55555556 |
|---|
| Median Absolute Deviation (MAD) | 20 |
|---|
| Skewness | 1.542215931 |
|---|
| Sum | 3130 |
|---|
| Variance | 2550.934343 |
|---|
| Monotonicity | Not monotonic |
|---|
Histogram with fixed size bins (bins=10) | Value | Count | Frequency (%) | | 40 | 19 | 42.2% | | 100 | 6 | 13.3% | | 20 | 5 | 11.1% | | 200 | 4 | 8.9% | | 50 | 3 | 6.7% | | 60 | 2 | 4.4% | | 80 | 2 | 4.4% | | 120 | 2 | 4.4% | | 75 | 1 | 2.2% | | 125 | 1 | 2.2% |
| Value | Count | Frequency (%) | | 20 | 5 | 11.1% | | 40 | 19 | 42.2% | | 50 | 3 | 6.7% | | 60 | 2 | 4.4% | | 75 | 1 | 2.2% |
| Value | Count | Frequency (%) | | 200 | 4 | 8.9% | | 125 | 1 | 2.2% | | 120 | 2 | 4.4% | | 100 | 6 | 13.3% | | 80 | 2 | 4.4% |
| Distinct | 32 |
|---|
| Distinct (%) | 80.0% |
|---|
| Missing | 5 |
|---|
| Missing (%) | 11.1% |
|---|
| Memory size | 3.0 KiB |
|---|
| Max length | 20 |
|---|
| Median length | 17.5 |
|---|
| Mean length | 12.25 |
|---|
| Min length | 4 |
|---|
| Total characters | 490 |
|---|
| Distinct characters | 33 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | Unique | 28 ? |
|---|
| Unique (%) | 70.0% |
|---|
| 1st row | 15.25 OZ |
|---|
| 2nd row | 15.25 OZ |
|---|
| 3rd row | 14.5 OZ |
|---|
| 4th row | 14.5 OZ |
|---|
| 5th row | 14.5 OZ |
|---|
| Value | Count | Frequency (%) | | oz | 18 | 12.2% | | 17 | 11.6% | | 12 | 10 | 6.8% | | pkgs | 8 | 5.4% | | boxes | 8 | 5.4% | | 24 | 7 | 4.8% | | g | 6 | 4.1% | | 15.25 | 5 | 3.4% | | jars | 4 | 2.7% | | 14.5 | 3 | 2.0% | | Other values (37) | 61 | 41.5% |
| Value | Count | Frequency (%) | | 107 | 21.8% | | s | 30 | 6.1% | | 2 | 29 | 5.9% | | 1 | 27 | 5.5% | | o | 24 | 4.9% | | 5 | 22 | 4.5% | | g | 21 | 4.3% | | 0 | 21 | 4.3% | | b | 18 | 3.7% | | - | 17 | 3.5% | | Other values (23) | 174 | 35.5% |
| Value | Count | Frequency (%) | | (unknown) | 490 | 100.0% |
| Value | Count | Frequency (%) | | 107 | 21.8% | | s | 30 | 6.1% | | 2 | 29 | 5.9% | | 1 | 27 | 5.5% | | o | 24 | 4.9% | | 5 | 22 | 4.5% | | g | 21 | 4.3% | | 0 | 21 | 4.3% | | b | 18 | 3.7% | | - | 17 | 3.5% | | Other values (23) | 174 | 35.5% |
| Value | Count | Frequency (%) | | (unknown) | 490 | 100.0% |
| Value | Count | Frequency (%) | | 107 | 21.8% | | s | 30 | 6.1% | | 2 | 29 | 5.9% | | 1 | 27 | 5.5% | | o | 24 | 4.9% | | 5 | 22 | 4.5% | | g | 21 | 4.3% | | 0 | 21 | 4.3% | | b | 18 | 3.7% | | - | 17 | 3.5% | | Other values (23) | 174 | 35.5% |
| Value | Count | Frequency (%) | | (unknown) | 490 | 100.0% |
| Value | Count | Frequency (%) | | 107 | 21.8% | | s | 30 | 6.1% | | 2 | 29 | 5.9% | | 1 | 27 | 5.5% | | o | 24 | 4.9% | | 5 | 22 | 4.5% | | g | 21 | 4.3% | | 0 | 21 | 4.3% | | b | 18 | 3.7% | | - | 17 | 3.5% | | Other values (23) | 174 | 35.5% |
| Distinct | 1 |
|---|
| Distinct (%) | 2.2% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 0 |
|---|
| Minimum | 0 |
|---|
| Maximum | 0 |
|---|
| Zeros | 45 |
|---|
| Zeros (%) | 100.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 533.0 B |
|---|
| Minimum | 0 |
|---|
| 5-th percentile | 0 |
|---|
| Q1 | 0 |
|---|
| median | 0 |
|---|
| Q3 | 0 |
|---|
| 95-th percentile | 0 |
|---|
| Maximum | 0 |
|---|
| Range | 0 |
|---|
| Interquartile range (IQR) | 0 |
|---|
| Standard deviation | 0 |
|---|
| Coefficient of variation (CV) | nan |
|---|
| Kurtosis | 0 |
|---|
| Mean | 0 |
|---|
| Median Absolute Deviation (MAD) | 0 |
|---|
| Skewness | 0 |
|---|
| Sum | 0 |
|---|
| Variance | 0 |
|---|
| Monotonicity | Increasing |
|---|
Histogram with fixed size bins (bins=1) | Value | Count | Frequency (%) | | 0 | 45 | 100.0% |
| Value | Count | Frequency (%) | | 0 | 45 | 100.0% |
| Value | Count | Frequency (%) | | 0 | 45 | 100.0% |
| Distinct | 6 |
|---|
| Distinct (%) | 20.0% |
|---|
| Missing | 15 |
|---|
| Missing (%) | 33.3% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 15 |
|---|
| Minimum | 5 |
|---|
| Maximum | 30 |
|---|
| Zeros | 0 |
|---|
| Zeros (%) | 0.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 533.0 B |
|---|
| Minimum | 5 |
|---|
| 5-th percentile | 5 |
|---|
| Q1 | 10 |
|---|
| median | 10 |
|---|
| Q3 | 25 |
|---|
| 95-th percentile | 27.75 |
|---|
| Maximum | 30 |
|---|
| Range | 25 |
|---|
| Interquartile range (IQR) | 15 |
|---|
| Standard deviation | 8.304547985 |
|---|
| Coefficient of variation (CV) | 0.5536365324 |
|---|
| Kurtosis | -1.286011905 |
|---|
| Mean | 15 |
|---|
| Median Absolute Deviation (MAD) | 5 |
|---|
| Skewness | 0.4838140679 |
|---|
| Sum | 450 |
|---|
| Variance | 68.96551724 |
|---|
| Monotonicity | Increasing |
|---|
Histogram with fixed size bins (bins=6) | Value | Count | Frequency (%) | | 10 | 12 | 26.7% | | 25 | 7 | 15.6% | | 5 | 5 | 11.1% | | 15 | 2 | 4.4% | | 20 | 2 | 4.4% | | 30 | 2 | 4.4% | | (Missing) | 15 | 33.3% |
| Value | Count | Frequency (%) | | 5 | 5 | 11.1% | | 10 | 12 | 26.7% | | 15 | 2 | 4.4% | | 20 | 2 | 4.4% | | 25 | 7 | 15.6% |
| Value | Count | Frequency (%) | | 30 | 2 | 4.4% | | 25 | 7 | 15.6% | | 20 | 2 | 4.4% | | 15 | 2 | 4.4% | | 10 | 12 | 26.7% |
| Distinct | 16 |
|---|
| Distinct (%) | 35.6% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 3.2 KiB |
|---|
| Max length | 31 |
|---|
| Median length | 18 |
|---|
| Mean length | 13.71111111 |
|---|
| Min length | 3 |
|---|
| Total characters | 617 |
|---|
| Distinct characters | 40 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | 1st row | Canned Fruit & Vegetables |
|---|
| 2nd row | Canned Fruit & Vegetables |
|---|
| 3rd row | Canned Fruit & Vegetables |
|---|
| 4th row | Canned Fruit & Vegetables |
|---|
| 5th row | Canned Fruit & Vegetables |
|---|
| Value | Count | Frequency (%) | | 17 | 16.5% | | fruit | 13 | 12.6% | | canned | 11 | 10.7% | | vegetables | 8 | 7.8% | | beverages | 5 | 4.9% | | dried | 5 | 4.9% | | nuts | 5 | 4.9% | | baked | 4 | 3.9% | | goods | 4 | 3.9% | | mixes | 4 | 3.9% | | Other values (15) | 27 | 26.2% |
| Value | Count | Frequency (%) | | e | 82 | 13.3% | | 58 | 9.4% | | s | 47 | 7.6% | | a | 46 | 7.5% | | t | 36 | 5.8% | | n | 33 | 5.3% | | r | 33 | 5.3% | | d | 31 | 5.0% | | i | 30 | 4.9% | | u | 25 | 4.1% | | Other values (30) | 196 | 31.8% |
| Value | Count | Frequency (%) | | (unknown) | 617 | 100.0% |
| Value | Count | Frequency (%) | | e | 82 | 13.3% | | 58 | 9.4% | | s | 47 | 7.6% | | a | 46 | 7.5% | | t | 36 | 5.8% | | n | 33 | 5.3% | | r | 33 | 5.3% | | d | 31 | 5.0% | | i | 30 | 4.9% | | u | 25 | 4.1% | | Other values (30) | 196 | 31.8% |
| Value | Count | Frequency (%) | | (unknown) | 617 | 100.0% |
| Value | Count | Frequency (%) | | e | 82 | 13.3% | | 58 | 9.4% | | s | 47 | 7.6% | | a | 46 | 7.5% | | t | 36 | 5.8% | | n | 33 | 5.3% | | r | 33 | 5.3% | | d | 31 | 5.0% | | i | 30 | 4.9% | | u | 25 | 4.1% | | Other values (30) | 196 | 31.8% |
| Value | Count | Frequency (%) | | (unknown) | 617 | 100.0% |
| Value | Count | Frequency (%) | | e | 82 | 13.3% | | 58 | 9.4% | | s | 47 | 7.6% | | a | 46 | 7.5% | | t | 36 | 5.8% | | n | 33 | 5.3% | | r | 33 | 5.3% | | d | 31 | 5.0% | | i | 30 | 4.9% | | u | 25 | 4.1% | | Other values (30) | 196 | 31.8% |
| Distinct | 1 |
|---|
| Distinct (%) | 2.2% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 2.6 KiB |
|---|
| Max length | 0 |
|---|
| Median length | 0 |
|---|
| Mean length | 0 |
|---|
| Min length | 0 |
|---|
| Total characters | 0 |
|---|
| Distinct characters | 0 |
|---|
| Distinct categories | 0 ? |
|---|
| Distinct scripts | 0 ? |
|---|
| Distinct blocks | 0 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | 1st row | |
|---|
| 2nd row | |
|---|
| 3rd row | |
|---|
| 4th row | |
|---|
| 5th row | |
|---|
| Value | Count | Frequency (%) | | No values found. |
| Value | Count | Frequency (%) | | No values found. |
| Value | Count | Frequency (%) | | No values found. |
| Value | Count | Frequency (%) | | No values found. |
| Distinct | 1 |
|---|
| Distinct (%) | 2.2% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 3.0 KiB |
|---|
| Max length | 8 |
|---|
| Median length | 8 |
|---|
| Mean length | 8 |
|---|
| Min length | 8 |
|---|
| Total characters | 360 |
|---|
| Distinct characters | 8 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | 1st row | products |
|---|
| 2nd row | products |
|---|
| 3rd row | products |
|---|
| 4th row | products |
|---|
| 5th row | products |
|---|
| Value | Count | Frequency (%) | | products | 45 | 100.0% |
| Value | Count | Frequency (%) | | p | 45 | 12.5% | | r | 45 | 12.5% | | o | 45 | 12.5% | | d | 45 | 12.5% | | u | 45 | 12.5% | | c | 45 | 12.5% | | t | 45 | 12.5% | | s | 45 | 12.5% |
| Value | Count | Frequency (%) | | (unknown) | 360 | 100.0% |
| Value | Count | Frequency (%) | | p | 45 | 12.5% | | r | 45 | 12.5% | | o | 45 | 12.5% | | d | 45 | 12.5% | | u | 45 | 12.5% | | c | 45 | 12.5% | | t | 45 | 12.5% | | s | 45 | 12.5% |
| Value | Count | Frequency (%) | | (unknown) | 360 | 100.0% |
| Value | Count | Frequency (%) | | p | 45 | 12.5% | | r | 45 | 12.5% | | o | 45 | 12.5% | | d | 45 | 12.5% | | u | 45 | 12.5% | | c | 45 | 12.5% | | t | 45 | 12.5% | | s | 45 | 12.5% |
| Value | Count | Frequency (%) | | (unknown) | 360 | 100.0% |
| Value | Count | Frequency (%) | | p | 45 | 12.5% | | r | 45 | 12.5% | | o | 45 | 12.5% | | d | 45 | 12.5% | | u | 45 | 12.5% | | c | 45 | 12.5% | | t | 45 | 12.5% | | s | 45 | 12.5% |
Table: purchase_order_details
Profile: purchase_order_detailsBrought to you by YData
| Number of variables | 9 |
|---|
| Number of observations | 55 |
|---|
| Missing cells | 24 |
|---|
| Missing cells (%) | 4.8% |
|---|
| Total size in memory | 8.1 KiB |
|---|
| Average record size in memory | 150.3 B |
|---|
| Analysis started | 2025-10-30 16:47:41.317092 |
|---|
| Analysis finished | 2025-10-30 16:47:41.402079 |
|---|
| Duration | 0.08 seconds |
|---|
| Software version | ydata-profiling vv4.17.0 |
|---|
| Download configuration | config.json |
|---|
| Distinct | 55 |
|---|
| Distinct (%) | 100.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 265.3636364 |
|---|
| Minimum | 238 |
|---|
| Maximum | 295 |
|---|
| Zeros | 0 |
|---|
| Zeros (%) | 0.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 623.0 B |
|---|
| Minimum | 238 |
|---|
| 5-th percentile | 240.7 |
|---|
| Q1 | 251.5 |
|---|
| median | 265 |
|---|
| Q3 | 278.5 |
|---|
| 95-th percentile | 292.3 |
|---|
| Maximum | 295 |
|---|
| Range | 57 |
|---|
| Interquartile range (IQR) | 27 |
|---|
| Standard deviation | 16.58687973 |
|---|
| Coefficient of variation (CV) | 0.06250622714 |
|---|
| Kurtosis | -1.109720524 |
|---|
| Mean | 265.3636364 |
|---|
| Median Absolute Deviation (MAD) | 14 |
|---|
| Skewness | 0.09284713327 |
|---|
| Sum | 14595 |
|---|
| Variance | 275.1245791 |
|---|
| Monotonicity | Not monotonic |
|---|
Histogram with fixed size bins (bins=50) | Value | Count | Frequency (%) | | 238 | 1 | 1.8% | | 241 | 1 | 1.8% | | 240 | 1 | 1.8% | | 243 | 1 | 1.8% | | 244 | 1 | 1.8% | | 239 | 1 | 1.8% | | 242 | 1 | 1.8% | | 290 | 1 | 1.8% | | 288 | 1 | 1.8% | | 289 | 1 | 1.8% | | Other values (45) | 45 | 81.8% |
| Value | Count | Frequency (%) | | 238 | 1 | 1.8% | | 239 | 1 | 1.8% | | 240 | 1 | 1.8% | | 241 | 1 | 1.8% | | 242 | 1 | 1.8% |
| Value | Count | Frequency (%) | | 295 | 1 | 1.8% | | 294 | 1 | 1.8% | | 293 | 1 | 1.8% | | 292 | 1 | 1.8% | | 290 | 1 | 1.8% |
| Distinct | 28 |
|---|
| Distinct (%) | 50.9% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 101.8363636 |
|---|
| Minimum | 90 |
|---|
| Maximum | 148 |
|---|
| Zeros | 0 |
|---|
| Zeros (%) | 0.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 623.0 B |
|---|
| Minimum | 90 |
|---|
| 5-th percentile | 90 |
|---|
| Q1 | 92 |
|---|
| median | 93 |
|---|
| Q3 | 104.5 |
|---|
| 95-th percentile | 146 |
|---|
| Maximum | 148 |
|---|
| Range | 58 |
|---|
| Interquartile range (IQR) | 12.5 |
|---|
| Standard deviation | 17.41408927 |
|---|
| Coefficient of variation (CV) | 0.171000698 |
|---|
| Kurtosis | 2.17396244 |
|---|
| Mean | 101.8363636 |
|---|
| Median Absolute Deviation (MAD) | 3 |
|---|
| Skewness | 1.858271259 |
|---|
| Sum | 5601 |
|---|
| Variance | 303.2505051 |
|---|
| Monotonicity | Not monotonic |
|---|
Histogram with fixed size bins (bins=28) | Value | Count | Frequency (%) | | 92 | 15 | 27.3% | | 91 | 7 | 12.7% | | 90 | 5 | 9.1% | | 93 | 3 | 5.5% | | 146 | 2 | 3.6% | | 142 | 1 | 1.8% | | 103 | 1 | 1.8% | | 140 | 1 | 1.8% | | 108 | 1 | 1.8% | | 109 | 1 | 1.8% | | Other values (18) | 18 | 32.7% |
| Value | Count | Frequency (%) | | 90 | 5 | 9.1% | | 91 | 7 | 12.7% | | 92 | 15 | 27.3% | | 93 | 3 | 5.5% | | 94 | 1 | 1.8% |
| Value | Count | Frequency (%) | | 148 | 1 | 1.8% | | 147 | 1 | 1.8% | | 146 | 2 | 3.6% | | 142 | 1 | 1.8% | | 141 | 1 | 1.8% |
| Distinct | 29 |
|---|
| Distinct (%) | 52.7% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 36.36363636 |
|---|
| Minimum | 1 |
|---|
| Maximum | 85 |
|---|
| Zeros | 0 |
|---|
| Zeros (%) | 0.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 623.0 B |
|---|
| Minimum | 1 |
|---|
| 5-th percentile | 2.4 |
|---|
| Q1 | 15.5 |
|---|
| median | 40 |
|---|
| Q3 | 54 |
|---|
| 95-th percentile | 80.3 |
|---|
| Maximum | 85 |
|---|
| Range | 84 |
|---|
| Interquartile range (IQR) | 38.5 |
|---|
| Standard deviation | 25.75767677 |
|---|
| Coefficient of variation (CV) | 0.7083361111 |
|---|
| Kurtosis | -1.10546677 |
|---|
| Mean | 36.36363636 |
|---|
| Median Absolute Deviation (MAD) | 21 |
|---|
| Skewness | 0.2609547134 |
|---|
| Sum | 2000 |
|---|
| Variance | 663.4579125 |
|---|
| Monotonicity | Not monotonic |
|---|
Histogram with fixed size bins (bins=29) | Value | Count | Frequency (%) | | 19 | 5 | 9.1% | | 43 | 4 | 7.3% | | 34 | 4 | 7.3% | | 72 | 3 | 5.5% | | 1 | 3 | 5.5% | | 41 | 3 | 5.5% | | 51 | 2 | 3.6% | | 6 | 2 | 3.6% | | 48 | 2 | 3.6% | | 20 | 2 | 3.6% | | Other values (19) | 25 | 45.5% |
| Value | Count | Frequency (%) | | 1 | 3 | 5.5% | | 3 | 2 | 3.6% | | 4 | 2 | 3.6% | | 5 | 1 | 1.8% | | 6 | 2 | 3.6% |
| Value | Count | Frequency (%) | | 85 | 1 | 1.8% | | 81 | 2 | 3.6% | | 80 | 1 | 1.8% | | 77 | 1 | 1.8% | | 74 | 1 | 1.8% |
| Distinct | 16 |
|---|
| Distinct (%) | 29.1% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 77.47272727 |
|---|
| Minimum | 1 |
|---|
| Maximum | 300 |
|---|
| Zeros | 0 |
|---|
| Zeros (%) | 0.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 568.0 B |
|---|
| Minimum | 1 |
|---|
| 5-th percentile | 10 |
|---|
| Q1 | 40 |
|---|
| median | 40 |
|---|
| Q3 | 100 |
|---|
| 95-th percentile | 265 |
|---|
| Maximum | 300 |
|---|
| Range | 299 |
|---|
| Interquartile range (IQR) | 60 |
|---|
| Standard deviation | 73.04104745 |
|---|
| Coefficient of variation (CV) | 0.9427969044 |
|---|
| Kurtosis | 3.301769212 |
|---|
| Mean | 77.47272727 |
|---|
| Median Absolute Deviation (MAD) | 20 |
|---|
| Skewness | 1.912953888 |
|---|
| Sum | 4261 |
|---|
| Variance | 5334.994613 |
|---|
| Monotonicity | Not monotonic |
|---|
Histogram with fixed size bins (bins=16) | Value | Count | Frequency (%) | | 40 | 17 | 30.9% | | 100 | 8 | 14.5% | | 50 | 4 | 7.3% | | 20 | 4 | 7.3% | | 10 | 3 | 5.5% | | 120 | 3 | 5.5% | | 300 | 3 | 5.5% | | 25 | 2 | 3.6% | | 200 | 2 | 3.6% | | 60 | 2 | 3.6% | | Other values (6) | 7 | 12.7% |
| Value | Count | Frequency (%) | | 1 | 1 | 1.8% | | 10 | 3 | 5.5% | | 20 | 4 | 7.3% | | 25 | 2 | 3.6% | | 30 | 1 | 1.8% |
| Value | Count | Frequency (%) | | 300 | 3 | 5.5% | | 250 | 1 | 1.8% | | 200 | 2 | 3.6% | | 125 | 1 | 1.8% | | 120 | 3 | 5.5% |
| Distinct | 25 |
|---|
| Distinct (%) | 45.5% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 17.49545455 |
|---|
| Minimum | 2 |
|---|
| Maximum | 61 |
|---|
| Zeros | 0 |
|---|
| Zeros (%) | 0.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 568.0 B |
|---|
| Minimum | 2 |
|---|
| 5-th percentile | 4.4 |
|---|
| Q1 | 8 |
|---|
| median | 14 |
|---|
| Q3 | 26 |
|---|
| 95-th percentile | 39.3 |
|---|
| Maximum | 61 |
|---|
| Range | 59 |
|---|
| Interquartile range (IQR) | 18 |
|---|
| Standard deviation | 13.06877206 |
|---|
| Coefficient of variation (CV) | 0.7469809956 |
|---|
| Kurtosis | 2.537306376 |
|---|
| Mean | 17.49545455 |
|---|
| Median Absolute Deviation (MAD) | 7 |
|---|
| Skewness | 1.53165381 |
|---|
| Sum | 962.25 |
|---|
| Variance | 170.792803 |
|---|
| Monotonicity | Not monotonic |
|---|
Histogram with fixed size bins (bins=25) | Value | Count | Frequency (%) | | 7 | 8 | 14.5% | | 10 | 7 | 12.7% | | 34 | 4 | 7.3% | | 8 | 4 | 7.3% | | 16 | 4 | 7.3% | | 26 | 3 | 5.5% | | 14 | 3 | 5.5% | | 30 | 2 | 3.6% | | 15 | 2 | 3.6% | | 2 | 2 | 3.6% | | Other values (15) | 16 | 29.1% |
| Value | Count | Frequency (%) | | 2 | 2 | 3.6% | | 3 | 1 | 1.8% | | 5 | 1 | 1.8% | | 7 | 8 | 14.5% | | 8 | 4 | 7.3% |
| Value | Count | Frequency (%) | | 61 | 1 | 1.8% | | 60 | 1 | 1.8% | | 40 | 1 | 1.8% | | 39 | 1 | 1.8% | | 34 | 4 | 7.3% |
| Distinct | 6 |
|---|
| Distinct (%) | 14.0% |
|---|
| Missing | 12 |
|---|
| Missing (%) | 21.8% |
|---|
| Memory size | 568.0 B |
|---|
| Minimum | 2006-01-22 00:00:00 |
|---|
| Maximum | 2006-04-17 00:00:00 |
|---|
| Invalid dates | 0 |
|---|
| Invalid dates (%) | 0.0% |
|---|
Histogram with fixed size bins (bins=6) | Distinct | 2 |
|---|
| Distinct (%) | 3.6% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 0.7818181818 |
|---|
| Minimum | 0 |
|---|
| Maximum | 1 |
|---|
| Zeros | 12 |
|---|
| Zeros (%) | 21.8% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 623.0 B |
|---|
| Minimum | 0 |
|---|
| 5-th percentile | 0 |
|---|
| Q1 | 1 |
|---|
| median | 1 |
|---|
| Q3 | 1 |
|---|
| 95-th percentile | 1 |
|---|
| Maximum | 1 |
|---|
| Range | 1 |
|---|
| Interquartile range (IQR) | 0 |
|---|
| Standard deviation | 0.4168181543 |
|---|
| Coefficient of variation (CV) | 0.5331394997 |
|---|
| Kurtosis | -0.03341546562 |
|---|
| Mean | 0.7818181818 |
|---|
| Median Absolute Deviation (MAD) | 0 |
|---|
| Skewness | -1.4032634 |
|---|
| Sum | 43 |
|---|
| Variance | 0.1737373737 |
|---|
| Monotonicity | Not monotonic |
|---|
Histogram with fixed size bins (bins=2) | Value | Count | Frequency (%) | | 1 | 43 | 78.2% | | 0 | 12 | 21.8% |
| Value | Count | Frequency (%) | | 0 | 12 | 21.8% | | 1 | 43 | 78.2% |
| Value | Count | Frequency (%) | | 1 | 43 | 78.2% | | 0 | 12 | 21.8% |
| Distinct | 43 |
|---|
| Distinct (%) | 100.0% |
|---|
| Missing | 12 |
|---|
| Missing (%) | 21.8% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 64.76744186 |
|---|
| Minimum | 35 |
|---|
| Maximum | 115 |
|---|
| Zeros | 0 |
|---|
| Zeros (%) | 0.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 623.0 B |
|---|
| Minimum | 35 |
|---|
| 5-th percentile | 37.1 |
|---|
| Q1 | 45.5 |
|---|
| median | 56 |
|---|
| Q3 | 79 |
|---|
| 95-th percentile | 110.8 |
|---|
| Maximum | 115 |
|---|
| Range | 80 |
|---|
| Interquartile range (IQR) | 33.5 |
|---|
| Standard deviation | 25.18487567 |
|---|
| Coefficient of variation (CV) | 0.3888508631 |
|---|
| Kurtosis | -0.7107985776 |
|---|
| Mean | 64.76744186 |
|---|
| Median Absolute Deviation (MAD) | 15 |
|---|
| Skewness | 0.8126450747 |
|---|
| Sum | 2785 |
|---|
| Variance | 634.2779623 |
|---|
| Monotonicity | Not monotonic |
|---|
Histogram with fixed size bins (bins=43) | Value | Count | Frequency (%) | | 59 | 1 | 1.8% | | 55 | 1 | 1.8% | | 56 | 1 | 1.8% | | 42 | 1 | 1.8% | | 54 | 1 | 1.8% | | 40 | 1 | 1.8% | | 111 | 1 | 1.8% | | 45 | 1 | 1.8% | | 47 | 1 | 1.8% | | 52 | 1 | 1.8% | | Other values (33) | 33 | 60.0% | | (Missing) | 12 | 21.8% |
| Value | Count | Frequency (%) | | 35 | 1 | 1.8% | | 36 | 1 | 1.8% | | 37 | 1 | 1.8% | | 38 | 1 | 1.8% | | 39 | 1 | 1.8% |
| Value | Count | Frequency (%) | | 115 | 1 | 1.8% | | 113 | 1 | 1.8% | | 111 | 1 | 1.8% | | 109 | 1 | 1.8% | | 107 | 1 | 1.8% |
| Distinct | 1 |
|---|
| Distinct (%) | 1.8% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 4.4 KiB |
|---|
| Max length | 22 |
|---|
| Median length | 22 |
|---|
| Mean length | 22 |
|---|
| Min length | 22 |
|---|
| Total characters | 1210 |
|---|
| Distinct characters | 14 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | 1st row | purchase_order_details |
|---|
| 2nd row | purchase_order_details |
|---|
| 3rd row | purchase_order_details |
|---|
| 4th row | purchase_order_details |
|---|
| 5th row | purchase_order_details |
|---|
| Value | Count | Frequency (%) | | purchase_order_details | 55 | 100.0% |
| Value | Count | Frequency (%) | | r | 165 | 13.6% | | e | 165 | 13.6% | | d | 110 | 9.1% | | _ | 110 | 9.1% | | s | 110 | 9.1% | | a | 110 | 9.1% | | h | 55 | 4.5% | | c | 55 | 4.5% | | p | 55 | 4.5% | | u | 55 | 4.5% | | Other values (4) | 220 | 18.2% |
| Value | Count | Frequency (%) | | (unknown) | 1210 | 100.0% |
| Value | Count | Frequency (%) | | r | 165 | 13.6% | | e | 165 | 13.6% | | d | 110 | 9.1% | | _ | 110 | 9.1% | | s | 110 | 9.1% | | a | 110 | 9.1% | | h | 55 | 4.5% | | c | 55 | 4.5% | | p | 55 | 4.5% | | u | 55 | 4.5% | | Other values (4) | 220 | 18.2% |
| Value | Count | Frequency (%) | | (unknown) | 1210 | 100.0% |
| Value | Count | Frequency (%) | | r | 165 | 13.6% | | e | 165 | 13.6% | | d | 110 | 9.1% | | _ | 110 | 9.1% | | s | 110 | 9.1% | | a | 110 | 9.1% | | h | 55 | 4.5% | | c | 55 | 4.5% | | p | 55 | 4.5% | | u | 55 | 4.5% | | Other values (4) | 220 | 18.2% |
| Value | Count | Frequency (%) | | (unknown) | 1210 | 100.0% |
| Value | Count | Frequency (%) | | r | 165 | 13.6% | | e | 165 | 13.6% | | d | 110 | 9.1% | | _ | 110 | 9.1% | | s | 110 | 9.1% | | a | 110 | 9.1% | | h | 55 | 4.5% | | c | 55 | 4.5% | | p | 55 | 4.5% | | u | 55 | 4.5% | | Other values (4) | 220 | 18.2% |
Table: purchase_order_status
Profile: purchase_order_statusBrought to you by YData
| Number of variables | 3 |
|---|
| Number of observations | 4 |
|---|
| Missing cells | 0 |
|---|
| Missing cells (%) | 0.0% |
|---|
| Total size in memory | 730.0 B |
|---|
| Average record size in memory | 182.5 B |
|---|
__table_name__ has constant value "purchase_order_status" | Constant | id has unique values | Unique | status has unique values | Unique | id has 1 (25.0%) zeros | Zeros |
| Analysis started | 2025-10-30 16:47:46.377800 |
|---|
| Analysis finished | 2025-10-30 16:47:46.418535 |
|---|
| Duration | 0.04 seconds |
|---|
| Software version | ydata-profiling vv4.17.0 |
|---|
| Download configuration | config.json |
|---|
| Distinct | 4 |
|---|
| Distinct (%) | 100.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 1.5 |
|---|
| Minimum | 0 |
|---|
| Maximum | 3 |
|---|
| Zeros | 1 |
|---|
| Zeros (%) | 25.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 164.0 B |
|---|
| Minimum | 0 |
|---|
| 5-th percentile | 0.15 |
|---|
| Q1 | 0.75 |
|---|
| median | 1.5 |
|---|
| Q3 | 2.25 |
|---|
| 95-th percentile | 2.85 |
|---|
| Maximum | 3 |
|---|
| Range | 3 |
|---|
| Interquartile range (IQR) | 1.5 |
|---|
| Standard deviation | 1.290994449 |
|---|
| Coefficient of variation (CV) | 0.8606629658 |
|---|
| Kurtosis | -1.2 |
|---|
| Mean | 1.5 |
|---|
| Median Absolute Deviation (MAD) | 1 |
|---|
| Skewness | 0 |
|---|
| Sum | 6 |
|---|
| Variance | 1.666666667 |
|---|
| Monotonicity | Strictly increasing |
|---|
Histogram with fixed size bins (bins=4) | Value | Count | Frequency (%) | | 0 | 1 | 25.0% | | 1 | 1 | 25.0% | | 2 | 1 | 25.0% | | 3 | 1 | 25.0% |
| Value | Count | Frequency (%) | | 0 | 1 | 25.0% | | 1 | 1 | 25.0% | | 2 | 1 | 25.0% | | 3 | 1 | 25.0% |
| Value | Count | Frequency (%) | | 3 | 1 | 25.0% | | 2 | 1 | 25.0% | | 1 | 1 | 25.0% | | 0 | 1 | 25.0% |
| Distinct | 4 |
|---|
| Distinct (%) | 100.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 382.0 B |
|---|
| Max length | 9 |
|---|
| Median length | 7 |
|---|
| Mean length | 6.5 |
|---|
| Min length | 3 |
|---|
| Total characters | 26 |
|---|
| Distinct characters | 18 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | Unique | 4 ? |
|---|
| Unique (%) | 100.0% |
|---|
| 1st row | New |
|---|
| 2nd row | Submitted |
|---|
| 3rd row | Approved |
|---|
| 4th row | Closed |
|---|
| Value | Count | Frequency (%) | | new | 1 | 25.0% | | submitted | 1 | 25.0% | | approved | 1 | 25.0% | | closed | 1 | 25.0% |
| Value | Count | Frequency (%) | | e | 4 | 15.4% | | d | 3 | 11.5% | | o | 2 | 7.7% | | t | 2 | 7.7% | | p | 2 | 7.7% | | N | 1 | 3.8% | | b | 1 | 3.8% | | u | 1 | 3.8% | | w | 1 | 3.8% | | S | 1 | 3.8% | | Other values (8) | 8 | 30.8% |
| Value | Count | Frequency (%) | | (unknown) | 26 | 100.0% |
| Value | Count | Frequency (%) | | e | 4 | 15.4% | | d | 3 | 11.5% | | o | 2 | 7.7% | | t | 2 | 7.7% | | p | 2 | 7.7% | | N | 1 | 3.8% | | b | 1 | 3.8% | | u | 1 | 3.8% | | w | 1 | 3.8% | | S | 1 | 3.8% | | Other values (8) | 8 | 30.8% |
| Value | Count | Frequency (%) | | (unknown) | 26 | 100.0% |
| Value | Count | Frequency (%) | | e | 4 | 15.4% | | d | 3 | 11.5% | | o | 2 | 7.7% | | t | 2 | 7.7% | | p | 2 | 7.7% | | N | 1 | 3.8% | | b | 1 | 3.8% | | u | 1 | 3.8% | | w | 1 | 3.8% | | S | 1 | 3.8% | | Other values (8) | 8 | 30.8% |
| Value | Count | Frequency (%) | | (unknown) | 26 | 100.0% |
| Value | Count | Frequency (%) | | e | 4 | 15.4% | | d | 3 | 11.5% | | o | 2 | 7.7% | | t | 2 | 7.7% | | p | 2 | 7.7% | | N | 1 | 3.8% | | b | 1 | 3.8% | | u | 1 | 3.8% | | w | 1 | 3.8% | | S | 1 | 3.8% | | Other values (8) | 8 | 30.8% |
| Distinct | 1 |
|---|
| Distinct (%) | 25.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 440.0 B |
|---|
| Max length | 21 |
|---|
| Median length | 21 |
|---|
| Mean length | 21 |
|---|
| Min length | 21 |
|---|
| Total characters | 84 |
|---|
| Distinct characters | 12 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | 1st row | purchase_order_status |
|---|
| 2nd row | purchase_order_status |
|---|
| 3rd row | purchase_order_status |
|---|
| 4th row | purchase_order_status |
|---|
| Value | Count | Frequency (%) | | purchase_order_status | 4 | 100.0% |
| Value | Count | Frequency (%) | | r | 12 | 14.3% | | s | 12 | 14.3% | | a | 8 | 9.5% | | u | 8 | 9.5% | | t | 8 | 9.5% | | _ | 8 | 9.5% | | e | 8 | 9.5% | | p | 4 | 4.8% | | c | 4 | 4.8% | | h | 4 | 4.8% | | Other values (2) | 8 | 9.5% |
| Value | Count | Frequency (%) | | (unknown) | 84 | 100.0% |
| Value | Count | Frequency (%) | | r | 12 | 14.3% | | s | 12 | 14.3% | | a | 8 | 9.5% | | u | 8 | 9.5% | | t | 8 | 9.5% | | _ | 8 | 9.5% | | e | 8 | 9.5% | | p | 4 | 4.8% | | c | 4 | 4.8% | | h | 4 | 4.8% | | Other values (2) | 8 | 9.5% |
| Value | Count | Frequency (%) | | (unknown) | 84 | 100.0% |
| Value | Count | Frequency (%) | | r | 12 | 14.3% | | s | 12 | 14.3% | | a | 8 | 9.5% | | u | 8 | 9.5% | | t | 8 | 9.5% | | _ | 8 | 9.5% | | e | 8 | 9.5% | | p | 4 | 4.8% | | c | 4 | 4.8% | | h | 4 | 4.8% | | Other values (2) | 8 | 9.5% |
| Value | Count | Frequency (%) | | (unknown) | 84 | 100.0% |
| Value | Count | Frequency (%) | | r | 12 | 14.3% | | s | 12 | 14.3% | | a | 8 | 9.5% | | u | 8 | 9.5% | | t | 8 | 9.5% | | _ | 8 | 9.5% | | e | 8 | 9.5% | | p | 4 | 4.8% | | c | 4 | 4.8% | | h | 4 | 4.8% | | Other values (2) | 8 | 9.5% |
Table: purchase_orders
Profile: purchase_ordersBrought to you by YData
| Number of variables | 17 |
|---|
| Number of observations | 28 |
|---|
| Missing cells | 103 |
|---|
| Missing cells (%) | 21.6% |
|---|
| Total size in memory | 7.8 KiB |
|---|
| Average record size in memory | 285.3 B |
|---|
| Numeric | 9 |
|---|
| DateTime | 3 |
|---|
| Unsupported | 2 |
|---|
| Text | 3 |
|---|
| Analysis started | 2025-10-30 16:47:48.236516 |
|---|
| Analysis finished | 2025-10-30 16:47:48.366463 |
|---|
| Duration | 0.13 seconds |
|---|
| Software version | ydata-profiling vv4.17.0 |
|---|
| Download configuration | config.json |
|---|
| Distinct | 28 |
|---|
| Distinct (%) | 100.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 109.8214286 |
|---|
| Minimum | 90 |
|---|
| Maximum | 148 |
|---|
| Zeros | 0 |
|---|
| Zeros (%) | 0.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 380.0 B |
|---|
| Minimum | 90 |
|---|
| 5-th percentile | 91.35 |
|---|
| Q1 | 96.75 |
|---|
| median | 103.5 |
|---|
| Q3 | 110.25 |
|---|
| 95-th percentile | 146.65 |
|---|
| Maximum | 148 |
|---|
| Range | 58 |
|---|
| Interquartile range (IQR) | 13.5 |
|---|
| Standard deviation | 19.11379872 |
|---|
| Coefficient of variation (CV) | 0.1740443461 |
|---|
| Kurtosis | -0.1453706217 |
|---|
| Mean | 109.8214286 |
|---|
| Median Absolute Deviation (MAD) | 7 |
|---|
| Skewness | 1.159088306 |
|---|
| Sum | 3075 |
|---|
| Variance | 365.3373016 |
|---|
| Monotonicity | Not monotonic |
|---|
Histogram with fixed size bins (bins=28) | Value | Count | Frequency (%) | | 90 | 1 | 3.6% | | 93 | 1 | 3.6% | | 95 | 1 | 3.6% | | 91 | 1 | 3.6% | | 92 | 1 | 3.6% | | 94 | 1 | 3.6% | | 96 | 1 | 3.6% | | 97 | 1 | 3.6% | | 98 | 1 | 3.6% | | 99 | 1 | 3.6% | | Other values (18) | 18 | 64.3% |
| Value | Count | Frequency (%) | | 90 | 1 | 3.6% | | 91 | 1 | 3.6% | | 92 | 1 | 3.6% | | 93 | 1 | 3.6% | | 94 | 1 | 3.6% |
| Value | Count | Frequency (%) | | 148 | 1 | 3.6% | | 147 | 1 | 3.6% | | 146 | 1 | 3.6% | | 142 | 1 | 3.6% | | 141 | 1 | 3.6% |
| Distinct | 8 |
|---|
| Distinct (%) | 28.6% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 3.178571429 |
|---|
| Minimum | 1 |
|---|
| Maximum | 8 |
|---|
| Zeros | 0 |
|---|
| Zeros (%) | 0.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 380.0 B |
|---|
| Minimum | 1 |
|---|
| 5-th percentile | 1 |
|---|
| Q1 | 1 |
|---|
| median | 2 |
|---|
| Q3 | 5 |
|---|
| 95-th percentile | 7.65 |
|---|
| Maximum | 8 |
|---|
| Range | 7 |
|---|
| Interquartile range (IQR) | 4 |
|---|
| Standard deviation | 2.326236373 |
|---|
| Coefficient of variation (CV) | 0.7318496453 |
|---|
| Kurtosis | -0.6545868539 |
|---|
| Mean | 3.178571429 |
|---|
| Median Absolute Deviation (MAD) | 1 |
|---|
| Skewness | 0.8509716215 |
|---|
| Sum | 89 |
|---|
| Variance | 5.411375661 |
|---|
| Monotonicity | Not monotonic |
|---|
Histogram with fixed size bins (bins=8) | Value | Count | Frequency (%) | | 2 | 9 | 32.1% | | 1 | 8 | 28.6% | | 6 | 3 | 10.7% | | 5 | 3 | 10.7% | | 8 | 2 | 7.1% | | 4 | 1 | 3.6% | | 3 | 1 | 3.6% | | 7 | 1 | 3.6% |
| Value | Count | Frequency (%) | | 1 | 8 | 28.6% | | 2 | 9 | 32.1% | | 3 | 1 | 3.6% | | 4 | 1 | 3.6% | | 5 | 3 | 10.7% |
| Value | Count | Frequency (%) | | 8 | 2 | 7.1% | | 7 | 1 | 3.6% | | 6 | 3 | 10.7% | | 5 | 3 | 10.7% | | 4 | 1 | 3.6% |
| Distinct | 8 |
|---|
| Distinct (%) | 32.0% |
|---|
| Missing | 3 |
|---|
| Missing (%) | 10.7% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 3.36 |
|---|
| Minimum | 1 |
|---|
| Maximum | 9 |
|---|
| Zeros | 0 |
|---|
| Zeros (%) | 0.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 380.0 B |
|---|
| Minimum | 1 |
|---|
| 5-th percentile | 1 |
|---|
| Q1 | 2 |
|---|
| median | 2 |
|---|
| Q3 | 4 |
|---|
| 95-th percentile | 7 |
|---|
| Maximum | 9 |
|---|
| Range | 8 |
|---|
| Interquartile range (IQR) | 2 |
|---|
| Standard deviation | 2.23383079 |
|---|
| Coefficient of variation (CV) | 0.6648305924 |
|---|
| Kurtosis | 0.2941509212 |
|---|
| Mean | 3.36 |
|---|
| Median Absolute Deviation (MAD) | 1 |
|---|
| Skewness | 1.13965088 |
|---|
| Sum | 84 |
|---|
| Variance | 4.99 |
|---|
| Monotonicity | Not monotonic |
|---|
Histogram with fixed size bins (bins=8) | Value | Count | Frequency (%) | | 2 | 11 | 39.3% | | 7 | 3 | 10.7% | | 4 | 3 | 10.7% | | 1 | 3 | 10.7% | | 3 | 2 | 7.1% | | 5 | 1 | 3.6% | | 9 | 1 | 3.6% | | 6 | 1 | 3.6% | | (Missing) | 3 | 10.7% |
| Value | Count | Frequency (%) | | 1 | 3 | 10.7% | | 2 | 11 | 39.3% | | 3 | 2 | 7.1% | | 4 | 3 | 10.7% | | 5 | 1 | 3.6% |
| Value | Count | Frequency (%) | | 9 | 1 | 3.6% | | 7 | 3 | 10.7% | | 6 | 1 | 3.6% | | 5 | 1 | 3.6% | | 4 | 3 | 10.7% |
| Distinct | 7 |
|---|
| Distinct (%) | 25.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 352.0 B |
|---|
| Minimum | 2006-01-14 00:00:00 |
|---|
| Maximum | 2006-04-26 18:33:52 |
|---|
| Invalid dates | 0 |
|---|
| Invalid dates (%) | 0.0% |
|---|
Histogram with fixed size bins (bins=7) | Distinct | 9 |
|---|
| Distinct (%) | 32.1% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 352.0 B |
|---|
| Minimum | 2006-01-22 00:00:00 |
|---|
| Maximum | 2006-04-26 18:33:52 |
|---|
| Invalid dates | 0 |
|---|
| Invalid dates (%) | 0.0% |
|---|
Histogram with fixed size bins (bins=9) | Distinct | 2 |
|---|
| Distinct (%) | 7.1% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 1.892857143 |
|---|
| Minimum | 1 |
|---|
| Maximum | 2 |
|---|
| Zeros | 0 |
|---|
| Zeros (%) | 0.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 380.0 B |
|---|
| Minimum | 1 |
|---|
| 5-th percentile | 1 |
|---|
| Q1 | 2 |
|---|
| median | 2 |
|---|
| Q3 | 2 |
|---|
| 95-th percentile | 2 |
|---|
| Maximum | 2 |
|---|
| Range | 1 |
|---|
| Interquartile range (IQR) | 0 |
|---|
| Standard deviation | 0.3149703942 |
|---|
| Coefficient of variation (CV) | 0.1663994535 |
|---|
| Kurtosis | 5.613784615 |
|---|
| Mean | 1.892857143 |
|---|
| Median Absolute Deviation (MAD) | 0 |
|---|
| Skewness | -2.686455177 |
|---|
| Sum | 53 |
|---|
| Variance | 0.09920634921 |
|---|
| Monotonicity | Decreasing |
|---|
Histogram with fixed size bins (bins=2) | Value | Count | Frequency (%) | | 2 | 25 | 89.3% | | 1 | 3 | 10.7% |
| Value | Count | Frequency (%) | | 1 | 3 | 10.7% | | 2 | 25 | 89.3% |
| Value | Count | Frequency (%) | | 2 | 25 | 89.3% | | 1 | 3 | 10.7% |
Missing Rejected Unsupported | Missing | 28 |
|---|
| Missing (%) | 100.0% |
|---|
| Memory size | 352.0 B |
|---|
| Distinct | 1 |
|---|
| Distinct (%) | 3.6% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 0 |
|---|
| Minimum | 0 |
|---|
| Maximum | 0 |
|---|
| Zeros | 28 |
|---|
| Zeros (%) | 100.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 352.0 B |
|---|
| Minimum | 0 |
|---|
| 5-th percentile | 0 |
|---|
| Q1 | 0 |
|---|
| median | 0 |
|---|
| Q3 | 0 |
|---|
| 95-th percentile | 0 |
|---|
| Maximum | 0 |
|---|
| Range | 0 |
|---|
| Interquartile range (IQR) | 0 |
|---|
| Standard deviation | 0 |
|---|
| Coefficient of variation (CV) | nan |
|---|
| Kurtosis | 0 |
|---|
| Mean | 0 |
|---|
| Median Absolute Deviation (MAD) | 0 |
|---|
| Skewness | 0 |
|---|
| Sum | 0 |
|---|
| Variance | 0 |
|---|
| Monotonicity | Increasing |
|---|
Histogram with fixed size bins (bins=1) | Value | Count | Frequency (%) | | 0 | 28 | 100.0% |
| Value | Count | Frequency (%) | | 0 | 28 | 100.0% |
| Value | Count | Frequency (%) | | 0 | 28 | 100.0% |
| Distinct | 1 |
|---|
| Distinct (%) | 3.6% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 0 |
|---|
| Minimum | 0 |
|---|
| Maximum | 0 |
|---|
| Zeros | 28 |
|---|
| Zeros (%) | 100.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 352.0 B |
|---|
| Minimum | 0 |
|---|
| 5-th percentile | 0 |
|---|
| Q1 | 0 |
|---|
| median | 0 |
|---|
| Q3 | 0 |
|---|
| 95-th percentile | 0 |
|---|
| Maximum | 0 |
|---|
| Range | 0 |
|---|
| Interquartile range (IQR) | 0 |
|---|
| Standard deviation | 0 |
|---|
| Coefficient of variation (CV) | nan |
|---|
| Kurtosis | 0 |
|---|
| Mean | 0 |
|---|
| Median Absolute Deviation (MAD) | 0 |
|---|
| Skewness | 0 |
|---|
| Sum | 0 |
|---|
| Variance | 0 |
|---|
| Monotonicity | Increasing |
|---|
Histogram with fixed size bins (bins=1) | Value | Count | Frequency (%) | | 0 | 28 | 100.0% |
| Value | Count | Frequency (%) | | 0 | 28 | 100.0% |
| Value | Count | Frequency (%) | | 0 | 28 | 100.0% |
Missing Rejected Unsupported | Missing | 28 |
|---|
| Missing (%) | 100.0% |
|---|
| Memory size | 352.0 B |
|---|
| Distinct | 1 |
|---|
| Distinct (%) | 3.6% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 0 |
|---|
| Minimum | 0 |
|---|
| Maximum | 0 |
|---|
| Zeros | 28 |
|---|
| Zeros (%) | 100.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 352.0 B |
|---|
| Minimum | 0 |
|---|
| 5-th percentile | 0 |
|---|
| Q1 | 0 |
|---|
| median | 0 |
|---|
| Q3 | 0 |
|---|
| 95-th percentile | 0 |
|---|
| Maximum | 0 |
|---|
| Range | 0 |
|---|
| Interquartile range (IQR) | 0 |
|---|
| Standard deviation | 0 |
|---|
| Coefficient of variation (CV) | nan |
|---|
| Kurtosis | 0 |
|---|
| Mean | 0 |
|---|
| Median Absolute Deviation (MAD) | 0 |
|---|
| Skewness | 0 |
|---|
| Sum | 0 |
|---|
| Variance | 0 |
|---|
| Monotonicity | Increasing |
|---|
Histogram with fixed size bins (bins=1) | Value | Count | Frequency (%) | | 0 | 28 | 100.0% |
| Value | Count | Frequency (%) | | 0 | 28 | 100.0% |
| Value | Count | Frequency (%) | | 0 | 28 | 100.0% |
| Distinct | 1 |
|---|
| Distinct (%) | 50.0% |
|---|
| Missing | 26 |
|---|
| Missing (%) | 92.9% |
|---|
| Memory size | 1.1 KiB |
|---|
| Max length | 5 |
|---|
| Median length | 5 |
|---|
| Mean length | 5 |
|---|
| Min length | 5 |
|---|
| Total characters | 10 |
|---|
| Distinct characters | 5 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | Value | Count | Frequency (%) | | check | 2 | 100.0% |
| Value | Count | Frequency (%) | | C | 2 | 20.0% | | h | 2 | 20.0% | | e | 2 | 20.0% | | c | 2 | 20.0% | | k | 2 | 20.0% |
| Value | Count | Frequency (%) | | (unknown) | 10 | 100.0% |
| Value | Count | Frequency (%) | | C | 2 | 20.0% | | h | 2 | 20.0% | | e | 2 | 20.0% | | c | 2 | 20.0% | | k | 2 | 20.0% |
| Value | Count | Frequency (%) | | (unknown) | 10 | 100.0% |
| Value | Count | Frequency (%) | | C | 2 | 20.0% | | h | 2 | 20.0% | | e | 2 | 20.0% | | c | 2 | 20.0% | | k | 2 | 20.0% |
| Value | Count | Frequency (%) | | (unknown) | 10 | 100.0% |
| Value | Count | Frequency (%) | | C | 2 | 20.0% | | h | 2 | 20.0% | | e | 2 | 20.0% | | c | 2 | 20.0% | | k | 2 | 20.0% |
| Distinct | 14 |
|---|
| Distinct (%) | 87.5% |
|---|
| Missing | 12 |
|---|
| Missing (%) | 42.9% |
|---|
| Memory size | 2.0 KiB |
|---|
| Max length | 37 |
|---|
| Median length | 37 |
|---|
| Mean length | 37 |
|---|
| Min length | 37 |
|---|
| Total characters | 592 |
|---|
| Distinct characters | 27 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | Unique | 12 ? |
|---|
| Unique (%) | 75.0% |
|---|
| 1st row | Purchase generated based on Order #30 |
|---|
| 2nd row | Purchase generated based on Order #33 |
|---|
| 3rd row | Purchase generated based on Order #36 |
|---|
| 4th row | Purchase generated based on Order #38 |
|---|
| 5th row | Purchase generated based on Order #39 |
|---|
| Value | Count | Frequency (%) | | purchase | 16 | 16.7% | | generated | 16 | 16.7% | | based | 16 | 16.7% | | on | 16 | 16.7% | | order | 16 | 16.7% | | 48 | 2 | 2.1% | | 46 | 2 | 2.1% | | 36 | 1 | 1.0% | | 38 | 1 | 1.0% | | 30 | 1 | 1.0% | | Other values (9) | 9 | 9.4% |
| Value | Count | Frequency (%) | | e | 96 | 16.2% | | 80 | 13.5% | | r | 64 | 10.8% | | a | 48 | 8.1% | | d | 48 | 8.1% | | n | 32 | 5.4% | | s | 32 | 5.4% | | u | 16 | 2.7% | | h | 16 | 2.7% | | c | 16 | 2.7% | | Other values (17) | 144 | 24.3% |
| Value | Count | Frequency (%) | | (unknown) | 592 | 100.0% |
| Value | Count | Frequency (%) | | e | 96 | 16.2% | | 80 | 13.5% | | r | 64 | 10.8% | | a | 48 | 8.1% | | d | 48 | 8.1% | | n | 32 | 5.4% | | s | 32 | 5.4% | | u | 16 | 2.7% | | h | 16 | 2.7% | | c | 16 | 2.7% | | Other values (17) | 144 | 24.3% |
| Value | Count | Frequency (%) | | (unknown) | 592 | 100.0% |
| Value | Count | Frequency (%) | | e | 96 | 16.2% | | 80 | 13.5% | | r | 64 | 10.8% | | a | 48 | 8.1% | | d | 48 | 8.1% | | n | 32 | 5.4% | | s | 32 | 5.4% | | u | 16 | 2.7% | | h | 16 | 2.7% | | c | 16 | 2.7% | | Other values (17) | 144 | 24.3% |
| Value | Count | Frequency (%) | | (unknown) | 592 | 100.0% |
| Value | Count | Frequency (%) | | e | 96 | 16.2% | | 80 | 13.5% | | r | 64 | 10.8% | | a | 48 | 8.1% | | d | 48 | 8.1% | | n | 32 | 5.4% | | s | 32 | 5.4% | | u | 16 | 2.7% | | h | 16 | 2.7% | | c | 16 | 2.7% | | Other values (17) | 144 | 24.3% |
| Distinct | 1 |
|---|
| Distinct (%) | 4.0% |
|---|
| Missing | 3 |
|---|
| Missing (%) | 10.7% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 2 |
|---|
| Minimum | 2 |
|---|
| Maximum | 2 |
|---|
| Zeros | 0 |
|---|
| Zeros (%) | 0.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 380.0 B |
|---|
| Minimum | 2 |
|---|
| 5-th percentile | 2 |
|---|
| Q1 | 2 |
|---|
| median | 2 |
|---|
| Q3 | 2 |
|---|
| 95-th percentile | 2 |
|---|
| Maximum | 2 |
|---|
| Range | 0 |
|---|
| Interquartile range (IQR) | 0 |
|---|
| Standard deviation | 0 |
|---|
| Coefficient of variation (CV) | 0 |
|---|
| Kurtosis | 0 |
|---|
| Mean | 2 |
|---|
| Median Absolute Deviation (MAD) | 0 |
|---|
| Skewness | 0 |
|---|
| Sum | 50 |
|---|
| Variance | 0 |
|---|
| Monotonicity | Increasing |
|---|
Histogram with fixed size bins (bins=1) | Value | Count | Frequency (%) | | 2 | 25 | 89.3% | | (Missing) | 3 | 10.7% |
| Value | Count | Frequency (%) | | 2 | 25 | 89.3% |
| Value | Count | Frequency (%) | | 2 | 25 | 89.3% |
| Distinct | 5 |
|---|
| Distinct (%) | 20.0% |
|---|
| Missing | 3 |
|---|
| Missing (%) | 10.7% |
|---|
| Memory size | 352.0 B |
|---|
| Minimum | 2006-01-22 00:00:00 |
|---|
| Maximum | 2006-04-25 17:18:51 |
|---|
| Invalid dates | 0 |
|---|
| Invalid dates (%) | 0.0% |
|---|
Histogram with fixed size bins (bins=5) | Distinct | 8 |
|---|
| Distinct (%) | 28.6% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 3.214285714 |
|---|
| Minimum | 1 |
|---|
| Maximum | 9 |
|---|
| Zeros | 0 |
|---|
| Zeros (%) | 0.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 380.0 B |
|---|
| Minimum | 1 |
|---|
| 5-th percentile | 1 |
|---|
| Q1 | 2 |
|---|
| median | 2 |
|---|
| Q3 | 4 |
|---|
| 95-th percentile | 7 |
|---|
| Maximum | 9 |
|---|
| Range | 8 |
|---|
| Interquartile range (IQR) | 2 |
|---|
| Standard deviation | 2.149196971 |
|---|
| Coefficient of variation (CV) | 0.6686390576 |
|---|
| Kurtosis | 0.7791433734 |
|---|
| Mean | 3.214285714 |
|---|
| Median Absolute Deviation (MAD) | 0.5 |
|---|
| Skewness | 1.316046446 |
|---|
| Sum | 90 |
|---|
| Variance | 4.619047619 |
|---|
| Monotonicity | Not monotonic |
|---|
Histogram with fixed size bins (bins=8) | Value | Count | Frequency (%) | | 2 | 14 | 50.0% | | 7 | 3 | 10.7% | | 4 | 3 | 10.7% | | 1 | 3 | 10.7% | | 3 | 2 | 7.1% | | 5 | 1 | 3.6% | | 9 | 1 | 3.6% | | 6 | 1 | 3.6% |
| Value | Count | Frequency (%) | | 1 | 3 | 10.7% | | 2 | 14 | 50.0% | | 3 | 2 | 7.1% | | 4 | 3 | 10.7% | | 5 | 1 | 3.6% |
| Value | Count | Frequency (%) | | 9 | 1 | 3.6% | | 7 | 3 | 10.7% | | 6 | 1 | 3.6% | | 5 | 1 | 3.6% | | 4 | 3 | 10.7% |
| Distinct | 1 |
|---|
| Distinct (%) | 3.6% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 2.1 KiB |
|---|
| Max length | 15 |
|---|
| Median length | 15 |
|---|
| Mean length | 15 |
|---|
| Min length | 15 |
|---|
| Total characters | 420 |
|---|
| Distinct characters | 11 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | 1st row | purchase_orders |
|---|
| 2nd row | purchase_orders |
|---|
| 3rd row | purchase_orders |
|---|
| 4th row | purchase_orders |
|---|
| 5th row | purchase_orders |
|---|
| Value | Count | Frequency (%) | | purchase_orders | 28 | 100.0% |
| Value | Count | Frequency (%) | | r | 84 | 20.0% | | e | 56 | 13.3% | | s | 56 | 13.3% | | u | 28 | 6.7% | | p | 28 | 6.7% | | h | 28 | 6.7% | | c | 28 | 6.7% | | a | 28 | 6.7% | | _ | 28 | 6.7% | | o | 28 | 6.7% |
| Value | Count | Frequency (%) | | (unknown) | 420 | 100.0% |
| Value | Count | Frequency (%) | | r | 84 | 20.0% | | e | 56 | 13.3% | | s | 56 | 13.3% | | u | 28 | 6.7% | | p | 28 | 6.7% | | h | 28 | 6.7% | | c | 28 | 6.7% | | a | 28 | 6.7% | | _ | 28 | 6.7% | | o | 28 | 6.7% |
| Value | Count | Frequency (%) | | (unknown) | 420 | 100.0% |
| Value | Count | Frequency (%) | | r | 84 | 20.0% | | e | 56 | 13.3% | | s | 56 | 13.3% | | u | 28 | 6.7% | | p | 28 | 6.7% | | h | 28 | 6.7% | | c | 28 | 6.7% | | a | 28 | 6.7% | | _ | 28 | 6.7% | | o | 28 | 6.7% |
| Value | Count | Frequency (%) | | (unknown) | 420 | 100.0% |
| Value | Count | Frequency (%) | | r | 84 | 20.0% | | e | 56 | 13.3% | | s | 56 | 13.3% | | u | 28 | 6.7% | | p | 28 | 6.7% | | h | 28 | 6.7% | | c | 28 | 6.7% | | a | 28 | 6.7% | | _ | 28 | 6.7% | | o | 28 | 6.7% |
Table: sales_reports
Profile: sales_reportsBrought to you by YData
| Number of variables | 6 |
|---|
| Number of observations | 5 |
|---|
| Missing cells | 0 |
|---|
| Missing cells (%) | 0.0% |
|---|
| Total size in memory | 2.5 KiB |
|---|
| Average record size in memory | 502.8 B |
|---|
| Analysis started | 2025-10-30 16:47:53.189634 |
|---|
| Analysis finished | 2025-10-30 16:47:53.273064 |
|---|
| Duration | 0.08 seconds |
|---|
| Software version | ydata-profiling vv4.17.0 |
|---|
| Download configuration | config.json |
|---|
| Distinct | 5 |
|---|
| Distinct (%) | 100.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 467.0 B |
|---|
| Max length | 14 |
|---|
| Median length | 11 |
|---|
| Mean length | 10.8 |
|---|
| Min length | 8 |
|---|
| Total characters | 54 |
|---|
| Distinct characters | 22 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | Unique | 5 ? |
|---|
| Unique (%) | 100.0% |
|---|
| 1st row | country_region |
|---|
| 2nd row | Customer ID |
|---|
| 3rd row | employee_id |
|---|
| 4th row | Category |
|---|
| 5th row | Product ID |
|---|
| Value | Count | Frequency (%) | | id | 2 | 28.6% | | country_region | 1 | 14.3% | | customer | 1 | 14.3% | | employee_id | 1 | 14.3% | | category | 1 | 14.3% | | product | 1 | 14.3% |
| Value | Count | Frequency (%) | | o | 6 | 11.1% | | e | 6 | 11.1% | | r | 5 | 9.3% | | t | 4 | 7.4% | | y | 3 | 5.6% | | u | 3 | 5.6% | | n | 2 | 3.7% | | c | 2 | 3.7% | | _ | 2 | 3.7% | | g | 2 | 3.7% | | Other values (12) | 19 | 35.2% |
| Value | Count | Frequency (%) | | (unknown) | 54 | 100.0% |
| Value | Count | Frequency (%) | | o | 6 | 11.1% | | e | 6 | 11.1% | | r | 5 | 9.3% | | t | 4 | 7.4% | | y | 3 | 5.6% | | u | 3 | 5.6% | | n | 2 | 3.7% | | c | 2 | 3.7% | | _ | 2 | 3.7% | | g | 2 | 3.7% | | Other values (12) | 19 | 35.2% |
| Value | Count | Frequency (%) | | (unknown) | 54 | 100.0% |
| Value | Count | Frequency (%) | | o | 6 | 11.1% | | e | 6 | 11.1% | | r | 5 | 9.3% | | t | 4 | 7.4% | | y | 3 | 5.6% | | u | 3 | 5.6% | | n | 2 | 3.7% | | c | 2 | 3.7% | | _ | 2 | 3.7% | | g | 2 | 3.7% | | Other values (12) | 19 | 35.2% |
| Value | Count | Frequency (%) | | (unknown) | 54 | 100.0% |
| Value | Count | Frequency (%) | | o | 6 | 11.1% | | e | 6 | 11.1% | | r | 5 | 9.3% | | t | 4 | 7.4% | | y | 3 | 5.6% | | u | 3 | 5.6% | | n | 2 | 3.7% | | c | 2 | 3.7% | | _ | 2 | 3.7% | | g | 2 | 3.7% | | Other values (12) | 19 | 35.2% |
| Distinct | 5 |
|---|
| Distinct (%) | 100.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 458.0 B |
|---|
| Max length | 14 |
|---|
| Median length | 8 |
|---|
| Mean length | 9 |
|---|
| Min length | 7 |
|---|
| Total characters | 45 |
|---|
| Distinct characters | 21 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | Unique | 5 ? |
|---|
| Unique (%) | 100.0% |
|---|
| 1st row | Country/Region |
|---|
| 2nd row | Customer |
|---|
| 3rd row | Employee |
|---|
| 4th row | Category |
|---|
| 5th row | Product |
|---|
| Value | Count | Frequency (%) | | country/region | 1 | 20.0% | | customer | 1 | 20.0% | | employee | 1 | 20.0% | | category | 1 | 20.0% | | product | 1 | 20.0% |
| Value | Count | Frequency (%) | | o | 6 | 13.3% | | e | 5 | 11.1% | | t | 4 | 8.9% | | r | 4 | 8.9% | | C | 3 | 6.7% | | y | 3 | 6.7% | | u | 3 | 6.7% | | n | 2 | 4.4% | | g | 2 | 4.4% | | m | 2 | 4.4% | | Other values (11) | 11 | 24.4% |
| Value | Count | Frequency (%) | | (unknown) | 45 | 100.0% |
| Value | Count | Frequency (%) | | o | 6 | 13.3% | | e | 5 | 11.1% | | t | 4 | 8.9% | | r | 4 | 8.9% | | C | 3 | 6.7% | | y | 3 | 6.7% | | u | 3 | 6.7% | | n | 2 | 4.4% | | g | 2 | 4.4% | | m | 2 | 4.4% | | Other values (11) | 11 | 24.4% |
| Value | Count | Frequency (%) | | (unknown) | 45 | 100.0% |
| Value | Count | Frequency (%) | | o | 6 | 13.3% | | e | 5 | 11.1% | | t | 4 | 8.9% | | r | 4 | 8.9% | | C | 3 | 6.7% | | y | 3 | 6.7% | | u | 3 | 6.7% | | n | 2 | 4.4% | | g | 2 | 4.4% | | m | 2 | 4.4% | | Other values (11) | 11 | 24.4% |
| Value | Count | Frequency (%) | | (unknown) | 45 | 100.0% |
| Value | Count | Frequency (%) | | o | 6 | 13.3% | | e | 5 | 11.1% | | t | 4 | 8.9% | | r | 4 | 8.9% | | C | 3 | 6.7% | | y | 3 | 6.7% | | u | 3 | 6.7% | | n | 2 | 4.4% | | g | 2 | 4.4% | | m | 2 | 4.4% | | Other values (11) | 11 | 24.4% |
| Distinct | 5 |
|---|
| Distinct (%) | 100.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 496.0 B |
|---|
| Max length | 17 |
|---|
| Median length | 17 |
|---|
| Mean length | 16.6 |
|---|
| Min length | 16 |
|---|
| Total characters | 83 |
|---|
| Distinct characters | 22 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | Unique | 5 ? |
|---|
| Unique (%) | 100.0% |
|---|
| 1st row | Sales By Country |
|---|
| 2nd row | Sales By Customer |
|---|
| 3rd row | Sales By Employee |
|---|
| 4th row | Sales By Category |
|---|
| 5th row | Sales by Product |
|---|
| Value | Count | Frequency (%) | | sales | 5 | 33.3% | | by | 5 | 33.3% | | country | 1 | 6.7% | | customer | 1 | 6.7% | | employee | 1 | 6.7% | | category | 1 | 6.7% | | product | 1 | 6.7% |
| Value | Count | Frequency (%) | | 10 | 12.0% | | e | 9 | 10.8% | | y | 8 | 9.6% | | l | 6 | 7.2% | | s | 6 | 7.2% | | a | 6 | 7.2% | | S | 5 | 6.0% | | o | 5 | 6.0% | | B | 4 | 4.8% | | r | 4 | 4.8% | | Other values (12) | 20 | 24.1% |
| Value | Count | Frequency (%) | | (unknown) | 83 | 100.0% |
| Value | Count | Frequency (%) | | 10 | 12.0% | | e | 9 | 10.8% | | y | 8 | 9.6% | | l | 6 | 7.2% | | s | 6 | 7.2% | | a | 6 | 7.2% | | S | 5 | 6.0% | | o | 5 | 6.0% | | B | 4 | 4.8% | | r | 4 | 4.8% | | Other values (12) | 20 | 24.1% |
| Value | Count | Frequency (%) | | (unknown) | 83 | 100.0% |
| Value | Count | Frequency (%) | | 10 | 12.0% | | e | 9 | 10.8% | | y | 8 | 9.6% | | l | 6 | 7.2% | | s | 6 | 7.2% | | a | 6 | 7.2% | | S | 5 | 6.0% | | o | 5 | 6.0% | | B | 4 | 4.8% | | r | 4 | 4.8% | | Other values (12) | 20 | 24.1% |
| Value | Count | Frequency (%) | | (unknown) | 83 | 100.0% |
| Value | Count | Frequency (%) | | 10 | 12.0% | | e | 9 | 10.8% | | y | 8 | 9.6% | | l | 6 | 7.2% | | s | 6 | 7.2% | | a | 6 | 7.2% | | S | 5 | 6.0% | | o | 5 | 6.0% | | B | 4 | 4.8% | | r | 4 | 4.8% | | Other values (12) | 20 | 24.1% |
| Distinct | 5 |
|---|
| Distinct (%) | 100.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 837.0 B |
|---|
| Max length | 100 |
|---|
| Median length | 85 |
|---|
| Mean length | 84.8 |
|---|
| Min length | 71 |
|---|
| Total characters | 424 |
|---|
| Distinct characters | 41 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | Unique | 5 ? |
|---|
| Unique (%) | 100.0% |
|---|
| 1st row | SELECT DISTINCT [country_region] FROM [customers Extended] ORDER BY [country_region]; |
|---|
| 2nd row | SELECT DISTINCT [Company] FROM [customers Extended] ORDER BY [Company]; |
|---|
| 3rd row | SELECT DISTINCT [Employee Name] FROM [`dl_northwind`.`employees` Extended] ORDER BY [Employee Name]; |
|---|
| 4th row | SELECT DISTINCT [Category] FROM [`dl_northwind`.`products`] ORDER BY [Category]; |
|---|
| 5th row | SELECT DISTINCT [Product Name] FROM [`dl_northwind`.`products`] ORDER BY [Product Name]; |
|---|
| Value | Count | Frequency (%) | | select | 5 | 10.6% | | distinct | 5 | 10.6% | | from | 5 | 10.6% | | order | 5 | 10.6% | | by | 5 | 10.6% | | name | 4 | 8.5% | | extended | 3 | 6.4% | | customers | 2 | 4.3% | | country_region | 2 | 4.3% | | company | 2 | 4.3% | | Other values (5) | 9 | 19.1% |
| Value | Count | Frequency (%) | | 42 | 9.9% | | e | 23 | 5.4% | | E | 20 | 4.7% | | o | 20 | 4.7% | | t | 16 | 3.8% | | d | 16 | 3.8% | | T | 15 | 3.5% | | R | 15 | 3.5% | | r | 15 | 3.5% | | [ | 15 | 3.5% | | Other values (31) | 227 | 53.5% |
| Value | Count | Frequency (%) | | (unknown) | 424 | 100.0% |
| Value | Count | Frequency (%) | | 42 | 9.9% | | e | 23 | 5.4% | | E | 20 | 4.7% | | o | 20 | 4.7% | | t | 16 | 3.8% | | d | 16 | 3.8% | | T | 15 | 3.5% | | R | 15 | 3.5% | | r | 15 | 3.5% | | [ | 15 | 3.5% | | Other values (31) | 227 | 53.5% |
| Value | Count | Frequency (%) | | (unknown) | 424 | 100.0% |
| Value | Count | Frequency (%) | | 42 | 9.9% | | e | 23 | 5.4% | | E | 20 | 4.7% | | o | 20 | 4.7% | | t | 16 | 3.8% | | d | 16 | 3.8% | | T | 15 | 3.5% | | R | 15 | 3.5% | | r | 15 | 3.5% | | [ | 15 | 3.5% | | Other values (31) | 227 | 53.5% |
| Value | Count | Frequency (%) | | (unknown) | 424 | 100.0% |
| Value | Count | Frequency (%) | | 42 | 9.9% | | e | 23 | 5.4% | | E | 20 | 4.7% | | o | 20 | 4.7% | | t | 16 | 3.8% | | d | 16 | 3.8% | | T | 15 | 3.5% | | R | 15 | 3.5% | | r | 15 | 3.5% | | [ | 15 | 3.5% | | Other values (31) | 227 | 53.5% |
| Distinct | 2 |
|---|
| Distinct (%) | 40.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 418.0 B |
|---|
| Max length | 1 |
|---|
| Median length | 1 |
|---|
| Mean length | 1 |
|---|
| Min length | 1 |
|---|
| Total characters | 5 |
|---|
| Distinct characters | 2 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | 1st row | 0 |
|---|
| 2nd row | 0 |
|---|
| 3rd row | 0 |
|---|
| 4th row | 0 |
|---|
| 5th row | 1 |
|---|
| Value | Count | Frequency (%) | | 0 | 4 | 80.0% | | 1 | 1 | 20.0% |
| Value | Count | Frequency (%) | | 0 | 4 | 80.0% | | 1 | 1 | 20.0% |
| Value | Count | Frequency (%) | | (unknown) | 5 | 100.0% |
| Value | Count | Frequency (%) | | 0 | 4 | 80.0% | | 1 | 1 | 20.0% |
| Value | Count | Frequency (%) | | (unknown) | 5 | 100.0% |
| Value | Count | Frequency (%) | | 0 | 4 | 80.0% | | 1 | 1 | 20.0% |
| Value | Count | Frequency (%) | | (unknown) | 5 | 100.0% |
| Value | Count | Frequency (%) | | 0 | 4 | 80.0% | | 1 | 1 | 20.0% |
| Distinct | 1 |
|---|
| Distinct (%) | 20.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 478.0 B |
|---|
| Max length | 13 |
|---|
| Median length | 13 |
|---|
| Mean length | 13 |
|---|
| Min length | 13 |
|---|
| Total characters | 65 |
|---|
| Distinct characters | 9 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | 1st row | sales_reports |
|---|
| 2nd row | sales_reports |
|---|
| 3rd row | sales_reports |
|---|
| 4th row | sales_reports |
|---|
| 5th row | sales_reports |
|---|
| Value | Count | Frequency (%) | | sales_reports | 5 | 100.0% |
| Value | Count | Frequency (%) | | s | 15 | 23.1% | | e | 10 | 15.4% | | r | 10 | 15.4% | | l | 5 | 7.7% | | a | 5 | 7.7% | | _ | 5 | 7.7% | | p | 5 | 7.7% | | o | 5 | 7.7% | | t | 5 | 7.7% |
| Value | Count | Frequency (%) | | (unknown) | 65 | 100.0% |
| Value | Count | Frequency (%) | | s | 15 | 23.1% | | e | 10 | 15.4% | | r | 10 | 15.4% | | l | 5 | 7.7% | | a | 5 | 7.7% | | _ | 5 | 7.7% | | p | 5 | 7.7% | | o | 5 | 7.7% | | t | 5 | 7.7% |
| Value | Count | Frequency (%) | | (unknown) | 65 | 100.0% |
| Value | Count | Frequency (%) | | s | 15 | 23.1% | | e | 10 | 15.4% | | r | 10 | 15.4% | | l | 5 | 7.7% | | a | 5 | 7.7% | | _ | 5 | 7.7% | | p | 5 | 7.7% | | o | 5 | 7.7% | | t | 5 | 7.7% |
| Value | Count | Frequency (%) | | (unknown) | 65 | 100.0% |
| Value | Count | Frequency (%) | | s | 15 | 23.1% | | e | 10 | 15.4% | | r | 10 | 15.4% | | l | 5 | 7.7% | | a | 5 | 7.7% | | _ | 5 | 7.7% | | p | 5 | 7.7% | | o | 5 | 7.7% | | t | 5 | 7.7% |
Table: shippers
Profile: shippersBrought to you by YData
| Number of variables | 19 |
|---|
| Number of observations | 3 |
|---|
| Missing cells | 30 |
|---|
| Missing cells (%) | 52.6% |
|---|
| Total size in memory | 2.4 KiB |
|---|
| Average record size in memory | 804.7 B |
|---|
| Numeric | 1 |
|---|
| Text | 8 |
|---|
| Unsupported | 10 |
|---|
address has constant value "123 Any Street" | Constant | city has constant value "Memphis" | Constant | state_province has constant value "TN" | Constant | zip_postal_code has constant value "99999" | Constant | country_region has constant value "USA" | Constant | attachments has constant value "" | Constant | __table_name__ has constant value "shippers" | Constant | last_name has 3 (100.0%) missing values | Missing | first_name has 3 (100.0%) missing values | Missing | email_address has 3 (100.0%) missing values | Missing | job_title has 3 (100.0%) missing values | Missing | business_phone has 3 (100.0%) missing values | Missing | home_phone has 3 (100.0%) missing values | Missing | mobile_phone has 3 (100.0%) missing values | Missing | fax_number has 3 (100.0%) missing values | Missing | web_page has 3 (100.0%) missing values | Missing | notes has 3 (100.0%) missing values | Missing | id has unique values | Unique | company has unique values | Unique | last_name is an unsupported type, check if it needs cleaning or further analysis | Unsupported | first_name is an unsupported type, check if it needs cleaning or further analysis | Unsupported | email_address is an unsupported type, check if it needs cleaning or further analysis | Unsupported | job_title is an unsupported type, check if it needs cleaning or further analysis | Unsupported | business_phone is an unsupported type, check if it needs cleaning or further analysis | Unsupported | home_phone is an unsupported type, check if it needs cleaning or further analysis | Unsupported | mobile_phone is an unsupported type, check if it needs cleaning or further analysis | Unsupported | fax_number is an unsupported type, check if it needs cleaning or further analysis | Unsupported | web_page is an unsupported type, check if it needs cleaning or further analysis | Unsupported | notes is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
| Analysis started | 2025-10-30 16:47:55.658889 |
|---|
| Analysis finished | 2025-10-30 16:47:55.790519 |
|---|
| Duration | 0.13 seconds |
|---|
| Software version | ydata-profiling vv4.17.0 |
|---|
| Download configuration | config.json |
|---|
| Distinct | 3 |
|---|
| Distinct (%) | 100.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 2 |
|---|
| Minimum | 1 |
|---|
| Maximum | 3 |
|---|
| Zeros | 0 |
|---|
| Zeros (%) | 0.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 155.0 B |
|---|
| Minimum | 1 |
|---|
| 5-th percentile | 1.1 |
|---|
| Q1 | 1.5 |
|---|
| median | 2 |
|---|
| Q3 | 2.5 |
|---|
| 95-th percentile | 2.9 |
|---|
| Maximum | 3 |
|---|
| Range | 2 |
|---|
| Interquartile range (IQR) | 1 |
|---|
| Standard deviation | 1 |
|---|
| Coefficient of variation (CV) | 0.5 |
|---|
| Kurtosis | | Mean | 2 | | Median Absolute Deviation (MAD) | 1 | | Skewness | 0 | | Sum | 6 | | Variance | 1 | | Monotonicity | Strictly increasing | Histogram with fixed size bins (bins=3) | Value | Count | Frequency (%) | | 1 | 1 | 33.3% | | 2 | 1 | 33.3% | | 3 | 1 | 33.3% |
| Value | Count | Frequency (%) | | 1 | 1 | 33.3% | | 2 | 1 | 33.3% | | 3 | 1 | 33.3% |
| Value | Count | Frequency (%) | | 3 | 1 | 33.3% | | 2 | 1 | 33.3% | | 1 | 1 | 33.3% |
| Distinct | 3 |
|---|
| Distinct (%) | 100.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 353.0 B |
|---|
| Max length | 18 |
|---|
| Median length | 18 |
|---|
| Mean length | 18 |
|---|
| Min length | 18 |
|---|
| Total characters | 54 |
|---|
| Distinct characters | 14 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | Unique | 3 ? |
|---|
| Unique (%) | 100.0% |
|---|
| 1st row | Shipping Company A |
|---|
| 2nd row | Shipping Company B |
|---|
| 3rd row | Shipping Company C |
|---|
| Value | Count | Frequency (%) | | shipping | 3 | 33.3% | | company | 3 | 33.3% | | a | 1 | 11.1% | | b | 1 | 11.1% | | c | 1 | 11.1% |
| Value | Count | Frequency (%) | | p | 9 | 16.7% | | i | 6 | 11.1% | | n | 6 | 11.1% | | 6 | 11.1% | | C | 4 | 7.4% | | S | 3 | 5.6% | | g | 3 | 5.6% | | h | 3 | 5.6% | | o | 3 | 5.6% | | m | 3 | 5.6% | | Other values (4) | 8 | 14.8% |
| Value | Count | Frequency (%) | | (unknown) | 54 | 100.0% |
| Value | Count | Frequency (%) | | p | 9 | 16.7% | | i | 6 | 11.1% | | n | 6 | 11.1% | | 6 | 11.1% | | C | 4 | 7.4% | | S | 3 | 5.6% | | g | 3 | 5.6% | | h | 3 | 5.6% | | o | 3 | 5.6% | | m | 3 | 5.6% | | Other values (4) | 8 | 14.8% |
| Value | Count | Frequency (%) | | (unknown) | 54 | 100.0% |
| Value | Count | Frequency (%) | | p | 9 | 16.7% | | i | 6 | 11.1% | | n | 6 | 11.1% | | 6 | 11.1% | | C | 4 | 7.4% | | S | 3 | 5.6% | | g | 3 | 5.6% | | h | 3 | 5.6% | | o | 3 | 5.6% | | m | 3 | 5.6% | | Other values (4) | 8 | 14.8% |
| Value | Count | Frequency (%) | | (unknown) | 54 | 100.0% |
| Value | Count | Frequency (%) | | p | 9 | 16.7% | | i | 6 | 11.1% | | n | 6 | 11.1% | | 6 | 11.1% | | C | 4 | 7.4% | | S | 3 | 5.6% | | g | 3 | 5.6% | | h | 3 | 5.6% | | o | 3 | 5.6% | | m | 3 | 5.6% | | Other values (4) | 8 | 14.8% |
Missing Rejected Unsupported | Missing | 3 |
|---|
| Missing (%) | 100.0% |
|---|
| Memory size | 152.0 B |
|---|
Missing Rejected Unsupported | Missing | 3 |
|---|
| Missing (%) | 100.0% |
|---|
| Memory size | 152.0 B |
|---|
Missing Rejected Unsupported | Missing | 3 |
|---|
| Missing (%) | 100.0% |
|---|
| Memory size | 152.0 B |
|---|
Missing Rejected Unsupported | Missing | 3 |
|---|
| Missing (%) | 100.0% |
|---|
| Memory size | 152.0 B |
|---|
Missing Rejected Unsupported | Missing | 3 |
|---|
| Missing (%) | 100.0% |
|---|
| Memory size | 152.0 B |
|---|
Missing Rejected Unsupported | Missing | 3 |
|---|
| Missing (%) | 100.0% |
|---|
| Memory size | 152.0 B |
|---|
Missing Rejected Unsupported | Missing | 3 |
|---|
| Missing (%) | 100.0% |
|---|
| Memory size | 152.0 B |
|---|
Missing Rejected Unsupported | Missing | 3 |
|---|
| Missing (%) | 100.0% |
|---|
| Memory size | 152.0 B |
|---|
| Distinct | 1 |
|---|
| Distinct (%) | 33.3% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 341.0 B |
|---|
| Max length | 14 |
|---|
| Median length | 14 |
|---|
| Mean length | 14 |
|---|
| Min length | 14 |
|---|
| Total characters | 42 |
|---|
| Distinct characters | 11 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | 1st row | 123 Any Street |
|---|
| 2nd row | 123 Any Street |
|---|
| 3rd row | 123 Any Street |
|---|
| Value | Count | Frequency (%) | | 123 | 3 | 33.3% | | any | 3 | 33.3% | | street | 3 | 33.3% |
| Value | Count | Frequency (%) | | e | 6 | 14.3% | | t | 6 | 14.3% | | 6 | 14.3% | | 3 | 3 | 7.1% | | 2 | 3 | 7.1% | | 1 | 3 | 7.1% | | A | 3 | 7.1% | | y | 3 | 7.1% | | n | 3 | 7.1% | | S | 3 | 7.1% |
| Value | Count | Frequency (%) | | (unknown) | 42 | 100.0% |
| Value | Count | Frequency (%) | | e | 6 | 14.3% | | t | 6 | 14.3% | | 6 | 14.3% | | 3 | 3 | 7.1% | | 2 | 3 | 7.1% | | 1 | 3 | 7.1% | | A | 3 | 7.1% | | y | 3 | 7.1% | | n | 3 | 7.1% | | S | 3 | 7.1% |
| Value | Count | Frequency (%) | | (unknown) | 42 | 100.0% |
| Value | Count | Frequency (%) | | e | 6 | 14.3% | | t | 6 | 14.3% | | 6 | 14.3% | | 3 | 3 | 7.1% | | 2 | 3 | 7.1% | | 1 | 3 | 7.1% | | A | 3 | 7.1% | | y | 3 | 7.1% | | n | 3 | 7.1% | | S | 3 | 7.1% |
| Value | Count | Frequency (%) | | (unknown) | 42 | 100.0% |
| Value | Count | Frequency (%) | | e | 6 | 14.3% | | t | 6 | 14.3% | | 6 | 14.3% | | 3 | 3 | 7.1% | | 2 | 3 | 7.1% | | 1 | 3 | 7.1% | | A | 3 | 7.1% | | y | 3 | 7.1% | | n | 3 | 7.1% | | S | 3 | 7.1% |
| Distinct | 1 |
|---|
| Distinct (%) | 33.3% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 320.0 B |
|---|
| Max length | 7 |
|---|
| Median length | 7 |
|---|
| Mean length | 7 |
|---|
| Min length | 7 |
|---|
| Total characters | 21 |
|---|
| Distinct characters | 7 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | 1st row | Memphis |
|---|
| 2nd row | Memphis |
|---|
| 3rd row | Memphis |
|---|
| Value | Count | Frequency (%) | | memphis | 3 | 100.0% |
| Value | Count | Frequency (%) | | M | 3 | 14.3% | | e | 3 | 14.3% | | m | 3 | 14.3% | | p | 3 | 14.3% | | h | 3 | 14.3% | | i | 3 | 14.3% | | s | 3 | 14.3% |
| Value | Count | Frequency (%) | | (unknown) | 21 | 100.0% |
| Value | Count | Frequency (%) | | M | 3 | 14.3% | | e | 3 | 14.3% | | m | 3 | 14.3% | | p | 3 | 14.3% | | h | 3 | 14.3% | | i | 3 | 14.3% | | s | 3 | 14.3% |
| Value | Count | Frequency (%) | | (unknown) | 21 | 100.0% |
| Value | Count | Frequency (%) | | M | 3 | 14.3% | | e | 3 | 14.3% | | m | 3 | 14.3% | | p | 3 | 14.3% | | h | 3 | 14.3% | | i | 3 | 14.3% | | s | 3 | 14.3% |
| Value | Count | Frequency (%) | | (unknown) | 21 | 100.0% |
| Value | Count | Frequency (%) | | M | 3 | 14.3% | | e | 3 | 14.3% | | m | 3 | 14.3% | | p | 3 | 14.3% | | h | 3 | 14.3% | | i | 3 | 14.3% | | s | 3 | 14.3% |
| Distinct | 1 |
|---|
| Distinct (%) | 33.3% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 305.0 B |
|---|
| Max length | 2 |
|---|
| Median length | 2 |
|---|
| Mean length | 2 |
|---|
| Min length | 2 |
|---|
| Total characters | 6 |
|---|
| Distinct characters | 2 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | 1st row | TN |
|---|
| 2nd row | TN |
|---|
| 3rd row | TN |
|---|
| Value | Count | Frequency (%) | | tn | 3 | 100.0% |
| Value | Count | Frequency (%) | | T | 3 | 50.0% | | N | 3 | 50.0% |
| Value | Count | Frequency (%) | | (unknown) | 6 | 100.0% |
| Value | Count | Frequency (%) | | T | 3 | 50.0% | | N | 3 | 50.0% |
| Value | Count | Frequency (%) | | (unknown) | 6 | 100.0% |
| Value | Count | Frequency (%) | | T | 3 | 50.0% | | N | 3 | 50.0% |
| Value | Count | Frequency (%) | | (unknown) | 6 | 100.0% |
| Value | Count | Frequency (%) | | T | 3 | 50.0% | | N | 3 | 50.0% |
| Distinct | 1 |
|---|
| Distinct (%) | 33.3% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 314.0 B |
|---|
| Max length | 5 |
|---|
| Median length | 5 |
|---|
| Mean length | 5 |
|---|
| Min length | 5 |
|---|
| Total characters | 15 |
|---|
| Distinct characters | 1 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | 1st row | 99999 |
|---|
| 2nd row | 99999 |
|---|
| 3rd row | 99999 |
|---|
| Value | Count | Frequency (%) | | 99999 | 3 | 100.0% |
| Value | Count | Frequency (%) | | 9 | 15 | 100.0% |
| Value | Count | Frequency (%) | | (unknown) | 15 | 100.0% |
| Value | Count | Frequency (%) | | 9 | 15 | 100.0% |
| Value | Count | Frequency (%) | | (unknown) | 15 | 100.0% |
| Value | Count | Frequency (%) | | 9 | 15 | 100.0% |
| Value | Count | Frequency (%) | | (unknown) | 15 | 100.0% |
| Value | Count | Frequency (%) | | 9 | 15 | 100.0% |
| Distinct | 1 |
|---|
| Distinct (%) | 33.3% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 308.0 B |
|---|
| Max length | 3 |
|---|
| Median length | 3 |
|---|
| Mean length | 3 |
|---|
| Min length | 3 |
|---|
| Total characters | 9 |
|---|
| Distinct characters | 3 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | 1st row | USA |
|---|
| 2nd row | USA |
|---|
| 3rd row | USA |
|---|
| Value | Count | Frequency (%) | | usa | 3 | 100.0% |
| Value | Count | Frequency (%) | | U | 3 | 33.3% | | S | 3 | 33.3% | | A | 3 | 33.3% |
| Value | Count | Frequency (%) | | (unknown) | 9 | 100.0% |
| Value | Count | Frequency (%) | | U | 3 | 33.3% | | S | 3 | 33.3% | | A | 3 | 33.3% |
| Value | Count | Frequency (%) | | (unknown) | 9 | 100.0% |
| Value | Count | Frequency (%) | | U | 3 | 33.3% | | S | 3 | 33.3% | | A | 3 | 33.3% |
| Value | Count | Frequency (%) | | (unknown) | 9 | 100.0% |
| Value | Count | Frequency (%) | | U | 3 | 33.3% | | S | 3 | 33.3% | | A | 3 | 33.3% |
Missing Rejected Unsupported | Missing | 3 |
|---|
| Missing (%) | 100.0% |
|---|
| Memory size | 152.0 B |
|---|
Missing Rejected Unsupported | Missing | 3 |
|---|
| Missing (%) | 100.0% |
|---|
| Memory size | 152.0 B |
|---|
| Distinct | 1 |
|---|
| Distinct (%) | 33.3% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 299.0 B |
|---|
| Max length | 0 |
|---|
| Median length | 0 |
|---|
| Mean length | 0 |
|---|
| Min length | 0 |
|---|
| Total characters | 0 |
|---|
| Distinct characters | 0 |
|---|
| Distinct categories | 0 ? |
|---|
| Distinct scripts | 0 ? |
|---|
| Distinct blocks | 0 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
| Value | Count | Frequency (%) | | No values found. |
| Value | Count | Frequency (%) | | No values found. |
| Value | Count | Frequency (%) | | No values found. |
| Value | Count | Frequency (%) | | No values found. |
| Distinct | 1 |
|---|
| Distinct (%) | 33.3% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 323.0 B |
|---|
| Max length | 8 |
|---|
| Median length | 8 |
|---|
| Mean length | 8 |
|---|
| Min length | 8 |
|---|
| Total characters | 24 |
|---|
| Distinct characters | 6 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | 1st row | shippers |
|---|
| 2nd row | shippers |
|---|
| 3rd row | shippers |
|---|
| Value | Count | Frequency (%) | | shippers | 3 | 100.0% |
| Value | Count | Frequency (%) | | s | 6 | 25.0% | | p | 6 | 25.0% | | h | 3 | 12.5% | | i | 3 | 12.5% | | e | 3 | 12.5% | | r | 3 | 12.5% |
| Value | Count | Frequency (%) | | (unknown) | 24 | 100.0% |
| Value | Count | Frequency (%) | | s | 6 | 25.0% | | p | 6 | 25.0% | | h | 3 | 12.5% | | i | 3 | 12.5% | | e | 3 | 12.5% | | r | 3 | 12.5% |
| Value | Count | Frequency (%) | | (unknown) | 24 | 100.0% |
| Value | Count | Frequency (%) | | s | 6 | 25.0% | | p | 6 | 25.0% | | h | 3 | 12.5% | | i | 3 | 12.5% | | e | 3 | 12.5% | | r | 3 | 12.5% |
| Value | Count | Frequency (%) | | (unknown) | 24 | 100.0% |
| Value | Count | Frequency (%) | | s | 6 | 25.0% | | p | 6 | 25.0% | | h | 3 | 12.5% | | i | 3 | 12.5% | | e | 3 | 12.5% | | r | 3 | 12.5% |
Table: strings
Profile: stringsBrought to you by YData
| Number of variables | 3 |
|---|
| Number of observations | 62 |
|---|
| Missing cells | 0 |
|---|
| Missing cells (%) | 0.0% |
|---|
| Total size in memory | 11.3 KiB |
|---|
| Average record size in memory | 186.9 B |
|---|
| Analysis started | 2025-10-30 16:47:58.932528 |
|---|
| Analysis finished | 2025-10-30 16:47:58.969345 |
|---|
| Duration | 0.04 seconds |
|---|
| Software version | ydata-profiling vv4.17.0 |
|---|
| Download configuration | config.json |
|---|
| Distinct | 62 |
|---|
| Distinct (%) | 100.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 45.30645161 |
|---|
| Minimum | 2 |
|---|
| Maximum | 114 |
|---|
| Zeros | 0 |
|---|
| Zeros (%) | 0.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 686.0 B |
|---|
| Minimum | 2 |
|---|
| 5-th percentile | 5.05 |
|---|
| Q1 | 17.25 |
|---|
| median | 33.5 |
|---|
| Q3 | 48.75 |
|---|
| 95-th percentile | 110.95 |
|---|
| Maximum | 114 |
|---|
| Range | 112 |
|---|
| Interquartile range (IQR) | 31.5 |
|---|
| Standard deviation | 37.27900508 |
|---|
| Coefficient of variation (CV) | 0.8228189089 |
|---|
| Kurtosis | -0.7600780365 |
|---|
| Mean | 45.30645161 |
|---|
| Median Absolute Deviation (MAD) | 16 |
|---|
| Skewness | 0.872987198 |
|---|
| Sum | 2809 |
|---|
| Variance | 1389.72422 |
|---|
| Monotonicity | Not monotonic |
|---|
Histogram with fixed size bins (bins=50) | Value | Count | Frequency (%) | | 4 | 1 | 1.6% | | 6 | 1 | 1.6% | | 3 | 1 | 1.6% | | 10 | 1 | 1.6% | | 5 | 1 | 1.6% | | 7 | 1 | 1.6% | | 8 | 1 | 1.6% | | 9 | 1 | 1.6% | | 2 | 1 | 1.6% | | 46 | 1 | 1.6% | | Other values (52) | 52 | 83.9% |
| Value | Count | Frequency (%) | | 2 | 1 | 1.6% | | 3 | 1 | 1.6% | | 4 | 1 | 1.6% | | 5 | 1 | 1.6% | | 6 | 1 | 1.6% |
| Value | Count | Frequency (%) | | 114 | 1 | 1.6% | | 113 | 1 | 1.6% | | 112 | 1 | 1.6% | | 111 | 1 | 1.6% | | 110 | 1 | 1.6% |
| Distinct | 62 |
|---|
| Distinct (%) | 100.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 6.9 KiB |
|---|
| Max length | 149 |
|---|
| Median length | 73 |
|---|
| Mean length | 54.82258065 |
|---|
| Min length | 17 |
|---|
| Total characters | 3399 |
|---|
| Distinct characters | 51 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | Unique | 62 ? |
|---|
| Unique (%) | 100.0% |
|---|
| 1st row | Back ordered product filled for Order #| |
|---|
| 2nd row | Insufficient inventory. |
|---|
| 3rd row | Cannot remove posted inventory! |
|---|
| 4th row | Must specify customer name! |
|---|
| 5th row | Discounted price below cost! |
|---|
| Value | Count | Frequency (%) | | to | 23 | 4.6% | | order | 21 | 4.2% | | inventory | 17 | 3.4% | | purchase | 17 | 3.4% | | you | 16 | 3.2% | | product | 15 | 3.0% | | cannot | 13 | 2.6% | | for | 11 | 2.2% | | must | 10 | 2.0% | | successfully | 10 | 2.0% | | Other values (147) | 350 | 69.6% |
| Value | Count | Frequency (%) | | 451 | 13.3% | | e | 343 | 10.1% | | r | 257 | 7.6% | | o | 249 | 7.3% | | t | 222 | 6.5% | | n | 194 | 5.7% | | s | 179 | 5.3% | | i | 166 | 4.9% | | d | 148 | 4.4% | | a | 147 | 4.3% | | Other values (41) | 1043 | 30.7% |
| Value | Count | Frequency (%) | | (unknown) | 3399 | 100.0% |
| Value | Count | Frequency (%) | | 451 | 13.3% | | e | 343 | 10.1% | | r | 257 | 7.6% | | o | 249 | 7.3% | | t | 222 | 6.5% | | n | 194 | 5.7% | | s | 179 | 5.3% | | i | 166 | 4.9% | | d | 148 | 4.4% | | a | 147 | 4.3% | | Other values (41) | 1043 | 30.7% |
| Value | Count | Frequency (%) | | (unknown) | 3399 | 100.0% |
| Value | Count | Frequency (%) | | 451 | 13.3% | | e | 343 | 10.1% | | r | 257 | 7.6% | | o | 249 | 7.3% | | t | 222 | 6.5% | | n | 194 | 5.7% | | s | 179 | 5.3% | | i | 166 | 4.9% | | d | 148 | 4.4% | | a | 147 | 4.3% | | Other values (41) | 1043 | 30.7% |
| Value | Count | Frequency (%) | | (unknown) | 3399 | 100.0% |
| Value | Count | Frequency (%) | | 451 | 13.3% | | e | 343 | 10.1% | | r | 257 | 7.6% | | o | 249 | 7.3% | | t | 222 | 6.5% | | n | 194 | 5.7% | | s | 179 | 5.3% | | i | 166 | 4.9% | | d | 148 | 4.4% | | a | 147 | 4.3% | | Other values (41) | 1043 | 30.7% |
| Distinct | 1 |
|---|
| Distinct (%) | 1.6% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 4.0 KiB |
|---|
| Max length | 7 |
|---|
| Median length | 7 |
|---|
| Mean length | 7 |
|---|
| Min length | 7 |
|---|
| Total characters | 434 |
|---|
| Distinct characters | 6 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | 1st row | strings |
|---|
| 2nd row | strings |
|---|
| 3rd row | strings |
|---|
| 4th row | strings |
|---|
| 5th row | strings |
|---|
| Value | Count | Frequency (%) | | strings | 62 | 100.0% |
| Value | Count | Frequency (%) | | s | 124 | 28.6% | | t | 62 | 14.3% | | r | 62 | 14.3% | | i | 62 | 14.3% | | n | 62 | 14.3% | | g | 62 | 14.3% |
| Value | Count | Frequency (%) | | (unknown) | 434 | 100.0% |
| Value | Count | Frequency (%) | | s | 124 | 28.6% | | t | 62 | 14.3% | | r | 62 | 14.3% | | i | 62 | 14.3% | | n | 62 | 14.3% | | g | 62 | 14.3% |
| Value | Count | Frequency (%) | | (unknown) | 434 | 100.0% |
| Value | Count | Frequency (%) | | s | 124 | 28.6% | | t | 62 | 14.3% | | r | 62 | 14.3% | | i | 62 | 14.3% | | n | 62 | 14.3% | | g | 62 | 14.3% |
| Value | Count | Frequency (%) | | (unknown) | 434 | 100.0% |
| Value | Count | Frequency (%) | | s | 124 | 28.6% | | t | 62 | 14.3% | | r | 62 | 14.3% | | i | 62 | 14.3% | | n | 62 | 14.3% | | g | 62 | 14.3% |
Table: suppliers
Profile: suppliersBrought to you by YData
| Number of variables | 19 |
|---|
| Number of observations | 10 |
|---|
| Missing cells | 120 |
|---|
| Missing cells (%) | 63.2% |
|---|
| Total size in memory | 6.8 KiB |
|---|
| Average record size in memory | 701.4 B |
|---|
| Numeric | 1 |
|---|
| Text | 6 |
|---|
| Unsupported | 12 |
|---|
attachments has constant value "" | Constant | __table_name__ has constant value "suppliers" | Constant | email_address has 10 (100.0%) missing values | Missing | business_phone has 10 (100.0%) missing values | Missing | home_phone has 10 (100.0%) missing values | Missing | mobile_phone has 10 (100.0%) missing values | Missing | fax_number has 10 (100.0%) missing values | Missing | address has 10 (100.0%) missing values | Missing | city has 10 (100.0%) missing values | Missing | state_province has 10 (100.0%) missing values | Missing | zip_postal_code has 10 (100.0%) missing values | Missing | country_region has 10 (100.0%) missing values | Missing | web_page has 10 (100.0%) missing values | Missing | notes has 10 (100.0%) missing values | Missing | id has unique values | Unique | company has unique values | Unique | last_name has unique values | Unique | first_name has unique values | Unique | email_address is an unsupported type, check if it needs cleaning or further analysis | Unsupported | business_phone is an unsupported type, check if it needs cleaning or further analysis | Unsupported | home_phone is an unsupported type, check if it needs cleaning or further analysis | Unsupported | mobile_phone is an unsupported type, check if it needs cleaning or further analysis | Unsupported | fax_number is an unsupported type, check if it needs cleaning or further analysis | Unsupported | address is an unsupported type, check if it needs cleaning or further analysis | Unsupported | city is an unsupported type, check if it needs cleaning or further analysis | Unsupported | state_province is an unsupported type, check if it needs cleaning or further analysis | Unsupported | zip_postal_code is an unsupported type, check if it needs cleaning or further analysis | Unsupported | country_region is an unsupported type, check if it needs cleaning or further analysis | Unsupported | web_page is an unsupported type, check if it needs cleaning or further analysis | Unsupported | notes is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
| Analysis started | 2025-10-30 16:48:01.007539 |
|---|
| Analysis finished | 2025-10-30 16:48:01.151209 |
|---|
| Duration | 0.14 seconds |
|---|
| Software version | ydata-profiling vv4.17.0 |
|---|
| Download configuration | config.json |
|---|
| Distinct | 10 |
|---|
| Distinct (%) | 100.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Infinite | 0 |
|---|
| Infinite (%) | 0.0% |
|---|
| Mean | 5.5 |
|---|
| Minimum | 1 |
|---|
| Maximum | 10 |
|---|
| Zeros | 0 |
|---|
| Zeros (%) | 0.0% |
|---|
| Negative | 0 |
|---|
| Negative (%) | 0.0% |
|---|
| Memory size | 218.0 B |
|---|
| Minimum | 1 |
|---|
| 5-th percentile | 1.45 |
|---|
| Q1 | 3.25 |
|---|
| median | 5.5 |
|---|
| Q3 | 7.75 |
|---|
| 95-th percentile | 9.55 |
|---|
| Maximum | 10 |
|---|
| Range | 9 |
|---|
| Interquartile range (IQR) | 4.5 |
|---|
| Standard deviation | 3.027650354 |
|---|
| Coefficient of variation (CV) | 0.5504818826 |
|---|
| Kurtosis | -1.2 |
|---|
| Mean | 5.5 |
|---|
| Median Absolute Deviation (MAD) | 2.5 |
|---|
| Skewness | 0 |
|---|
| Sum | 55 |
|---|
| Variance | 9.166666667 |
|---|
| Monotonicity | Not monotonic |
|---|
Histogram with fixed size bins (bins=10) | Value | Count | Frequency (%) | | 6 | 1 | 10.0% | | 4 | 1 | 10.0% | | 7 | 1 | 10.0% | | 2 | 1 | 10.0% | | 1 | 1 | 10.0% | | 5 | 1 | 10.0% | | 9 | 1 | 10.0% | | 10 | 1 | 10.0% | | 3 | 1 | 10.0% | | 8 | 1 | 10.0% |
| Value | Count | Frequency (%) | | 1 | 1 | 10.0% | | 2 | 1 | 10.0% | | 3 | 1 | 10.0% | | 4 | 1 | 10.0% | | 5 | 1 | 10.0% |
| Value | Count | Frequency (%) | | 10 | 1 | 10.0% | | 9 | 1 | 10.0% | | 8 | 1 | 10.0% | | 7 | 1 | 10.0% | | 6 | 1 | 10.0% |
| Distinct | 10 |
|---|
| Distinct (%) | 100.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 798.0 B |
|---|
| Max length | 10 |
|---|
| Median length | 10 |
|---|
| Mean length | 10 |
|---|
| Min length | 10 |
|---|
| Total characters | 100 |
|---|
| Distinct characters | 18 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | Unique | 10 ? |
|---|
| Unique (%) | 100.0% |
|---|
| 1st row | Supplier F |
|---|
| 2nd row | Supplier D |
|---|
| 3rd row | Supplier G |
|---|
| 4th row | Supplier B |
|---|
| 5th row | Supplier A |
|---|
| Value | Count | Frequency (%) | | supplier | 10 | 50.0% | | f | 1 | 5.0% | | d | 1 | 5.0% | | g | 1 | 5.0% | | b | 1 | 5.0% | | a | 1 | 5.0% | | e | 1 | 5.0% | | i | 1 | 5.0% | | j | 1 | 5.0% | | c | 1 | 5.0% |
| Value | Count | Frequency (%) | | p | 20 | 20.0% | | S | 10 | 10.0% | | u | 10 | 10.0% | | l | 10 | 10.0% | | i | 10 | 10.0% | | e | 10 | 10.0% | | r | 10 | 10.0% | | 10 | 10.0% | | F | 1 | 1.0% | | D | 1 | 1.0% | | Other values (8) | 8 | 8.0% |
| Value | Count | Frequency (%) | | (unknown) | 100 | 100.0% |
| Value | Count | Frequency (%) | | p | 20 | 20.0% | | S | 10 | 10.0% | | u | 10 | 10.0% | | l | 10 | 10.0% | | i | 10 | 10.0% | | e | 10 | 10.0% | | r | 10 | 10.0% | | 10 | 10.0% | | F | 1 | 1.0% | | D | 1 | 1.0% | | Other values (8) | 8 | 8.0% |
| Value | Count | Frequency (%) | | (unknown) | 100 | 100.0% |
| Value | Count | Frequency (%) | | p | 20 | 20.0% | | S | 10 | 10.0% | | u | 10 | 10.0% | | l | 10 | 10.0% | | i | 10 | 10.0% | | e | 10 | 10.0% | | r | 10 | 10.0% | | 10 | 10.0% | | F | 1 | 1.0% | | D | 1 | 1.0% | | Other values (8) | 8 | 8.0% |
| Value | Count | Frequency (%) | | (unknown) | 100 | 100.0% |
| Value | Count | Frequency (%) | | p | 20 | 20.0% | | S | 10 | 10.0% | | u | 10 | 10.0% | | l | 10 | 10.0% | | i | 10 | 10.0% | | e | 10 | 10.0% | | r | 10 | 10.0% | | 10 | 10.0% | | F | 1 | 1.0% | | D | 1 | 1.0% | | Other values (8) | 8 | 8.0% |
| Distinct | 10 |
|---|
| Distinct (%) | 100.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 776.0 B |
|---|
| Max length | 20 |
|---|
| Median length | 8 |
|---|
| Mean length | 7.8 |
|---|
| Min length | 4 |
|---|
| Total characters | 78 |
|---|
| Distinct characters | 29 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | Unique | 10 ? |
|---|
| Unique (%) | 100.0% |
|---|
| 1st row | Hayakawa |
|---|
| 2nd row | Sato |
|---|
| 3rd row | Glasson |
|---|
| 4th row | Weiler |
|---|
| 5th row | Andersen |
|---|
| Value | Count | Frequency (%) | | hayakawa | 1 | 10.0% | | sato | 1 | 10.0% | | glasson | 1 | 10.0% | | weiler | 1 | 10.0% | | andersen | 1 | 10.0% | | hernandez-echevarria | 1 | 10.0% | | sandberg | 1 | 10.0% | | sousa | 1 | 10.0% | | kelley | 1 | 10.0% | | dunton | 1 | 10.0% |
| Value | Count | Frequency (%) | | a | 11 | 14.1% | | e | 10 | 12.8% | | n | 8 | 10.3% | | r | 6 | 7.7% | | s | 4 | 5.1% | | o | 4 | 5.1% | | l | 4 | 5.1% | | S | 3 | 3.8% | | d | 3 | 3.8% | | i | 2 | 2.6% | | Other values (19) | 23 | 29.5% |
| Value | Count | Frequency (%) | | (unknown) | 78 | 100.0% |
| Value | Count | Frequency (%) | | a | 11 | 14.1% | | e | 10 | 12.8% | | n | 8 | 10.3% | | r | 6 | 7.7% | | s | 4 | 5.1% | | o | 4 | 5.1% | | l | 4 | 5.1% | | S | 3 | 3.8% | | d | 3 | 3.8% | | i | 2 | 2.6% | | Other values (19) | 23 | 29.5% |
| Value | Count | Frequency (%) | | (unknown) | 78 | 100.0% |
| Value | Count | Frequency (%) | | a | 11 | 14.1% | | e | 10 | 12.8% | | n | 8 | 10.3% | | r | 6 | 7.7% | | s | 4 | 5.1% | | o | 4 | 5.1% | | l | 4 | 5.1% | | S | 3 | 3.8% | | d | 3 | 3.8% | | i | 2 | 2.6% | | Other values (19) | 23 | 29.5% |
| Value | Count | Frequency (%) | | (unknown) | 78 | 100.0% |
| Value | Count | Frequency (%) | | a | 11 | 14.1% | | e | 10 | 12.8% | | n | 8 | 10.3% | | r | 6 | 7.7% | | s | 4 | 5.1% | | o | 4 | 5.1% | | l | 4 | 5.1% | | S | 3 | 3.8% | | d | 3 | 3.8% | | i | 2 | 2.6% | | Other values (19) | 23 | 29.5% |
| Distinct | 10 |
|---|
| Distinct (%) | 100.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 768.0 B |
|---|
| Max length | 12 |
|---|
| Median length | 8.5 |
|---|
| Mean length | 7 |
|---|
| Min length | 4 |
|---|
| Total characters | 70 |
|---|
| Distinct characters | 28 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | Unique | 10 ? |
|---|
| Unique (%) | 100.0% |
|---|
| 1st row | Satomi |
|---|
| 2nd row | Naoki |
|---|
| 3rd row | Stuart |
|---|
| 4th row | Cornelia |
|---|
| 5th row | Elizabeth A. |
|---|
| Value | Count | Frequency (%) | | satomi | 1 | 8.3% | | naoki | 1 | 8.3% | | stuart | 1 | 8.3% | | cornelia | 1 | 8.3% | | elizabeth | 1 | 8.3% | | a | 1 | 8.3% | | amaya | 1 | 8.3% | | mikael | 1 | 8.3% | | luis | 1 | 8.3% | | madeleine | 1 | 8.3% | | Other values (2) | 2 | 16.7% |
| Value | Count | Frequency (%) | | a | 10 | 14.3% | | i | 7 | 10.0% | | e | 6 | 8.6% | | l | 5 | 7.1% | | t | 4 | 5.7% | | n | 3 | 4.3% | | r | 3 | 4.3% | | o | 3 | 4.3% | | u | 3 | 4.3% | | k | 2 | 2.9% | | Other values (18) | 24 | 34.3% |
| Value | Count | Frequency (%) | | (unknown) | 70 | 100.0% |
| Value | Count | Frequency (%) | | a | 10 | 14.3% | | i | 7 | 10.0% | | e | 6 | 8.6% | | l | 5 | 7.1% | | t | 4 | 5.7% | | n | 3 | 4.3% | | r | 3 | 4.3% | | o | 3 | 4.3% | | u | 3 | 4.3% | | k | 2 | 2.9% | | Other values (18) | 24 | 34.3% |
| Value | Count | Frequency (%) | | (unknown) | 70 | 100.0% |
| Value | Count | Frequency (%) | | a | 10 | 14.3% | | i | 7 | 10.0% | | e | 6 | 8.6% | | l | 5 | 7.1% | | t | 4 | 5.7% | | n | 3 | 4.3% | | r | 3 | 4.3% | | o | 3 | 4.3% | | u | 3 | 4.3% | | k | 2 | 2.9% | | Other values (18) | 24 | 34.3% |
| Value | Count | Frequency (%) | | (unknown) | 70 | 100.0% |
| Value | Count | Frequency (%) | | a | 10 | 14.3% | | i | 7 | 10.0% | | e | 6 | 8.6% | | l | 5 | 7.1% | | t | 4 | 5.7% | | n | 3 | 4.3% | | r | 3 | 4.3% | | o | 3 | 4.3% | | u | 3 | 4.3% | | k | 2 | 2.9% | | Other values (18) | 24 | 34.3% |
Missing Rejected Unsupported | Missing | 10 |
|---|
| Missing (%) | 100.0% |
|---|
| Memory size | 208.0 B |
|---|
| Distinct | 4 |
|---|
| Distinct (%) | 40.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 856.0 B |
|---|
| Max length | 20 |
|---|
| Median length | 19.5 |
|---|
| Mean length | 15.8 |
|---|
| Min length | 13 |
|---|
| Total characters | 158 |
|---|
| Distinct characters | 17 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | 1st row | Marketing Assistant |
|---|
| 2nd row | Marketing Manager |
|---|
| 3rd row | Marketing Manager |
|---|
| 4th row | Sales Manager |
|---|
| 5th row | Sales Manager |
|---|
| Value | Count | Frequency (%) | | sales | 7 | 35.0% | | manager | 7 | 35.0% | | marketing | 3 | 15.0% | | representative | 2 | 10.0% | | assistant | 1 | 5.0% |
| Value | Count | Frequency (%) | | a | 27 | 17.1% | | e | 25 | 15.8% | | n | 13 | 8.2% | | r | 12 | 7.6% | | s | 12 | 7.6% | | g | 10 | 6.3% | | M | 10 | 6.3% | | 10 | 6.3% | | t | 9 | 5.7% | | S | 7 | 4.4% | | Other values (7) | 23 | 14.6% |
| Value | Count | Frequency (%) | | (unknown) | 158 | 100.0% |
| Value | Count | Frequency (%) | | a | 27 | 17.1% | | e | 25 | 15.8% | | n | 13 | 8.2% | | r | 12 | 7.6% | | s | 12 | 7.6% | | g | 10 | 6.3% | | M | 10 | 6.3% | | 10 | 6.3% | | t | 9 | 5.7% | | S | 7 | 4.4% | | Other values (7) | 23 | 14.6% |
| Value | Count | Frequency (%) | | (unknown) | 158 | 100.0% |
| Value | Count | Frequency (%) | | a | 27 | 17.1% | | e | 25 | 15.8% | | n | 13 | 8.2% | | r | 12 | 7.6% | | s | 12 | 7.6% | | g | 10 | 6.3% | | M | 10 | 6.3% | | 10 | 6.3% | | t | 9 | 5.7% | | S | 7 | 4.4% | | Other values (7) | 23 | 14.6% |
| Value | Count | Frequency (%) | | (unknown) | 158 | 100.0% |
| Value | Count | Frequency (%) | | a | 27 | 17.1% | | e | 25 | 15.8% | | n | 13 | 8.2% | | r | 12 | 7.6% | | s | 12 | 7.6% | | g | 10 | 6.3% | | M | 10 | 6.3% | | 10 | 6.3% | | t | 9 | 5.7% | | S | 7 | 4.4% | | Other values (7) | 23 | 14.6% |
Missing Rejected Unsupported | Missing | 10 |
|---|
| Missing (%) | 100.0% |
|---|
| Memory size | 208.0 B |
|---|
Missing Rejected Unsupported | Missing | 10 |
|---|
| Missing (%) | 100.0% |
|---|
| Memory size | 208.0 B |
|---|
Missing Rejected Unsupported | Missing | 10 |
|---|
| Missing (%) | 100.0% |
|---|
| Memory size | 208.0 B |
|---|
Missing Rejected Unsupported | Missing | 10 |
|---|
| Missing (%) | 100.0% |
|---|
| Memory size | 208.0 B |
|---|
Missing Rejected Unsupported | Missing | 10 |
|---|
| Missing (%) | 100.0% |
|---|
| Memory size | 208.0 B |
|---|
Missing Rejected Unsupported | Missing | 10 |
|---|
| Missing (%) | 100.0% |
|---|
| Memory size | 208.0 B |
|---|
Missing Rejected Unsupported | Missing | 10 |
|---|
| Missing (%) | 100.0% |
|---|
| Memory size | 208.0 B |
|---|
Missing Rejected Unsupported | Missing | 10 |
|---|
| Missing (%) | 100.0% |
|---|
| Memory size | 208.0 B |
|---|
Missing Rejected Unsupported | Missing | 10 |
|---|
| Missing (%) | 100.0% |
|---|
| Memory size | 208.0 B |
|---|
Missing Rejected Unsupported | Missing | 10 |
|---|
| Missing (%) | 100.0% |
|---|
| Memory size | 208.0 B |
|---|
Missing Rejected Unsupported | Missing | 10 |
|---|
| Missing (%) | 100.0% |
|---|
| Memory size | 208.0 B |
|---|
| Distinct | 1 |
|---|
| Distinct (%) | 10.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 698.0 B |
|---|
| Max length | 0 |
|---|
| Median length | 0 |
|---|
| Mean length | 0 |
|---|
| Min length | 0 |
|---|
| Total characters | 0 |
|---|
| Distinct characters | 0 |
|---|
| Distinct categories | 0 ? |
|---|
| Distinct scripts | 0 ? |
|---|
| Distinct blocks | 0 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | 1st row | |
|---|
| 2nd row | |
|---|
| 3rd row | |
|---|
| 4th row | |
|---|
| 5th row | |
|---|
| Value | Count | Frequency (%) | | No values found. |
| Value | Count | Frequency (%) | | No values found. |
| Value | Count | Frequency (%) | | No values found. |
| Value | Count | Frequency (%) | | No values found. |
| Distinct | 1 |
|---|
| Distinct (%) | 10.0% |
|---|
| Missing | 0 |
|---|
| Missing (%) | 0.0% |
|---|
| Memory size | 788.0 B |
|---|
| Max length | 9 |
|---|
| Median length | 9 |
|---|
| Mean length | 9 |
|---|
| Min length | 9 |
|---|
| Total characters | 90 |
|---|
| Distinct characters | 7 |
|---|
| Distinct categories | 1 ? |
|---|
| Distinct scripts | 1 ? |
|---|
| Distinct blocks | 1 ? |
|---|
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. | 1st row | suppliers |
|---|
| 2nd row | suppliers |
|---|
| 3rd row | suppliers |
|---|
| 4th row | suppliers |
|---|
| 5th row | suppliers |
|---|
| Value | Count | Frequency (%) | | suppliers | 10 | 100.0% |
| Value | Count | Frequency (%) | | s | 20 | 22.2% | | p | 20 | 22.2% | | u | 10 | 11.1% | | l | 10 | 11.1% | | i | 10 | 11.1% | | e | 10 | 11.1% | | r | 10 | 11.1% |
| Value | Count | Frequency (%) | | (unknown) | 90 | 100.0% |
| Value | Count | Frequency (%) | | s | 20 | 22.2% | | p | 20 | 22.2% | | u | 10 | 11.1% | | l | 10 | 11.1% | | i | 10 | 11.1% | | e | 10 | 11.1% | | r | 10 | 11.1% |
| Value | Count | Frequency (%) | | (unknown) | 90 | 100.0% |
| Value | Count | Frequency (%) | | s | 20 | 22.2% | | p | 20 | 22.2% | | u | 10 | 11.1% | | l | 10 | 11.1% | | i | 10 | 11.1% | | e | 10 | 11.1% | | r | 10 | 11.1% |
| Value | Count | Frequency (%) | | (unknown) | 90 | 100.0% |
| Value | Count | Frequency (%) | | s | 20 | 22.2% | | p | 20 | 22.2% | | u | 10 | 11.1% | | l | 10 | 11.1% | | i | 10 | 11.1% | | e | 10 | 11.1% | | r | 10 | 11.1% |
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